diff --git a/assets/media/icon.png b/assets/media/icon.png
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diff --git a/assets/media/img/.gitkeep b/assets/media/img/.gitkeep
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diff --git a/assets/scss/template.scss b/assets/scss/template.scss
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--- /dev/null
+++ b/assets/scss/template.scss
@@ -0,0 +1,9 @@
+// Make page header alignment consistent with widget page header alignment
+.universal-wrapper h1 {
+ text-align: center;
+}
+
+// Center the CTA shortcode button
+.cta-group {
+ justify-content: center;
+}
diff --git a/config/_default/config.yaml b/config/_default/config.yaml
new file mode 100644
index 0000000..0e32980
--- /dev/null
+++ b/config/_default/config.yaml
@@ -0,0 +1,76 @@
+# Configuration of Hugo
+# Guide: https://wowchemy.com/docs/getting-started/
+# Hugo Documentation: https://gohugo.io/getting-started/configuration/#all-configuration-settings
+# This file is formatted using YAML syntax - learn more at https://learnxinyminutes.com/docs/yaml/
+
+# Website name
+title: Learning And Signal Processing
+
+# The URL of your site.
+# End your URL with a `/` trailing slash, e.g. `https://example.com/`.
+# baseurl: ""
+# copyright: ""
+
+############################
+## LANGUAGE
+############################
+
+defaultContentLanguage: en
+hasCJKLanguage: false
+defaultContentLanguageInSubdir: false
+removePathAccents: true
+
+############################
+## MODULES
+############################
+
+module:
+ imports:
+ - path: github.com/wowchemy/wowchemy-hugo-modules/wowchemy-cms/v5
+ - path: github.com/wowchemy/wowchemy-hugo-modules/wowchemy/v5
+
+############################
+## ADVANCED
+############################
+
+enableGitInfo: false
+summaryLength: 30
+paginate: 10
+enableEmoji: true
+enableRobotsTXT: true
+footnotereturnlinkcontents: ^
+ignoreFiles: [\.ipynb$, .ipynb_checkpoints$, \.Rmd$, \.Rmarkdown$, _cache$]
+permalinks:
+ authors: '/author/:slug/'
+ tags: '/tag/:slug/'
+ categories: '/category/:slug/'
+ publication_types: '/publication-type/:slug/'
+disableAliases: true
+outputs:
+ home: [HTML, RSS, JSON, WebAppManifest, headers, redirects]
+ section: [HTML, RSS]
+imaging:
+ resampleFilter: lanczos
+ quality: 75
+ anchor: smart
+timeout: 600000
+taxonomies:
+ tag: tags
+ category: categories
+ publication_type: publication_types
+ author: authors
+markup:
+ _merge: deep
+related:
+ threshold: 80
+ includeNewer: true
+ toLower: true
+ indices:
+ - name: tags
+ weight: 100
+ - name: categories
+ weight: 70
+security:
+ _merge: deep
+sitemap:
+ _merge: deep
diff --git a/config/_default/languages.yaml b/config/_default/languages.yaml
new file mode 100644
index 0000000..dc347c4
--- /dev/null
+++ b/config/_default/languages.yaml
@@ -0,0 +1,7 @@
+# Languages
+# Create a section for each of your site's languages.
+# Documentation: https://wowchemy.com/docs/guide/language/
+
+# Default language
+en:
+ languageCode: en-us
diff --git a/config/_default/menus.yaml b/config/_default/menus.yaml
new file mode 100644
index 0000000..efc220a
--- /dev/null
+++ b/config/_default/menus.yaml
@@ -0,0 +1,18 @@
+# Navigation Links
+# To link a homepage widget, specify the URL as a hash `#` followed by the filename of the
+# desired widget in your `content/home/` folder.
+# The weight parameter defines the order that the links will appear in.
+
+main:
+ - name: Home
+ url: "#about_group"
+ weight: 10
+ - name: Publications
+ url: "#publications"
+ weight: 20
+ - name: People
+ url: "#people"
+ weight: 30
+ - name: Contact
+ url: "#contact"
+ weight: 40
diff --git a/config/_default/params.yaml b/config/_default/params.yaml
new file mode 100644
index 0000000..b5fd318
--- /dev/null
+++ b/config/_default/params.yaml
@@ -0,0 +1,99 @@
+# SITE SETUP
+# Guide: https://wowchemy.com/docs/getting-started/
+# Documentation: https://wowchemy.com/docs/
+
+# Appearance
+appearance:
+ theme_day: minimal
+ theme_night:
+ font: native
+ font_size: L
+
+# SEO
+marketing:
+ seo:
+ site_type: EducationalOrganization
+ local_business_type: ""
+ org_name: "Learning And Signal Processing at UCL"
+ description: "Learning And Signal Processing at UCL"
+ twitter: "UCL_LASP"
+ analytics:
+ google_analytics: ""
+ baidu_tongji: ""
+ verification:
+ google: ""
+ baidu: ""
+
+# Site header
+header:
+ navbar:
+ enable: true
+ align: r
+ show_logo: true
+ show_language: false
+ show_day_night: true
+ show_search: true
+ highlight_active_link: true
+
+# Site footer
+footer:
+ copyright:
+ notice: "© {year} UCL-LASP. This work is licensed under {license}"
+ license:
+ enable: true
+ allow_derivatives: false
+ share_alike: true
+ allow_commercial: false
+
+# Localization
+locale:
+ date_format: "Jan 2, 2006"
+ time_format: "15:04"
+ address_format: en-us
+
+# Site features
+features:
+ syntax_highlighter:
+ enable: false
+ extra_languages:
+ - latex
+ - python
+ math:
+ enable: true
+ privacy_pack:
+ enable: false
+ avatar:
+ gravatar: false
+ shape: circle
+ comment:
+ provider: ""
+ disqus:
+ shortname: ""
+ show_count: true
+ commento:
+ url: ""
+ search:
+ provider: wowchemy
+ wowchemy:
+ min_length: 1 # Only the matches whose length exceeds this value will be returned.
+ threshold: 0.3 # Where 0 requires a perfect match and 1 matches anything.
+ map:
+ provider: "mapnik"
+ api_key: ""
+ zoom: 15
+
+# Extensions
+extensions:
+ cms:
+ branch: main
+ local_backend: false
+ isotope:
+ # Enable if you use the Portfolio widget or Publication filter
+ enable: true
+ academicons:
+ enable: true
+
+# Citation style
+publications:
+ date_format: January 2006
+ citation_style: apa
diff --git a/content/authors/alan-guedes/_index.md b/content/authors/alan-guedes/_index.md
new file mode 100755
index 0000000..28d6165
--- /dev/null
+++ b/content/authors/alan-guedes/_index.md
@@ -0,0 +1,50 @@
+---
+# Display name
+title: Alan Guedes
+
+# Username (this should match the folder name and the name on publications)
+authors:
+- "A. Guedes"
+
+# Role/position
+role: Postdoc
+
+# Short bio (displayed in user profile at end of posts)
+bio: ""
+
+# List each interest with a dash
+interests:
+- Methods for machine learning applied to immersive media
+- Immersive user bahaviour
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'mailto:a.guedes@ucl.ac.uk'
+- icon: home
+ icon_pack: fas
+ link: https://alanlivio.github.io
+- icon: google-scholar
+ icon_pack: ai
+ link: https://scholar.google.com/citations?user=1bEOmkUAAAAJ&hl=en
+- icon: twitter
+ icon_pack: fab
+ link: https://twitter.com/alanlivio
+- icon: github
+ icon_pack: fab
+ link: https://github.com/alanlivio
+- icon: linkedin
+ icon_pack: fab
+ link: 'https://linkedin.com/in/alanlivio'
+- icon : orcid
+ icon_pack : ai
+ link : 'https://orcid.org/0000-0003-0110-9975'
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Researchers
+---
+
+I am currently a postdoc at UCL working on Immersive Media, and previously I received a Ph.D. from PUC-Rio and M.Sc. from UFPB. I have been working in my career with video/TV/ML projects, research (SBC WebMedia and ACM SIGMM), and standard committees (Brazilian TV Forum and ITU SG16). My research interests are Multimedia Systems and Immersive Media. I seek to get involved in purpose-driven research with technology transfer to industry or social impact.
diff --git a/content/authors/alan-guedes/avatar.jpg b/content/authors/alan-guedes/avatar.jpg
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diff --git a/content/authors/aya-kayal/_index.md b/content/authors/aya-kayal/_index.md
new file mode 100755
index 0000000..d0e53e8
--- /dev/null
+++ b/content/authors/aya-kayal/_index.md
@@ -0,0 +1,35 @@
+---
+# Display name
+title: Aya Kayal
+# Username (this should match the folder name and the name on publications)
+authors:
+- "A. Kayal"
+
+# Role/position
+role: Phd student
+
+# Short bio (displayed in user profile at end of posts)
+bio: ""
+
+# List each interest with a dash
+interests:
+- Reinforcement Learning
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'mailto:aya.kayal.21@ucl.ac.uk'
+- icon: linkedin
+ icon_pack: fab
+ link: 'https://uk.linkedin.com/in/aya-kayal-793533162'
+
+
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Researchers
+---
+
+I earned by BE in Computer & Communication Engineering from the American University of Beirut (AUB) in 2020 and my MSc in Human Robotics from Imperial College London in 2021. I have also completed a research internship within the Systems Group at ETH Zurich in Summer 2019. From January 2022, I joined the LASP Group as a Phd student. My current research interest is the design of reinforcement learning algorithms in such a way that the energy costs remain reasonable while retaining high performance. My goal is to develop novel data-efficient and generalisable learning strategies.
diff --git a/content/authors/aya-kayal/avatar.jpg b/content/authors/aya-kayal/avatar.jpg
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diff --git a/content/authors/edu-pignatelli/_index.md b/content/authors/edu-pignatelli/_index.md
new file mode 100755
index 0000000..f7534af
--- /dev/null
+++ b/content/authors/edu-pignatelli/_index.md
@@ -0,0 +1,38 @@
+---
+# Display name
+title: Eduardo Pignatelli
+
+# Username (this should match the folder name and the name on publications)
+authors:
+- "E. Pignatelli"
+
+# Role/position
+role: Phd student
+
+# Short bio (displayed in user profile at end of posts)
+bio: ""
+
+# List each interest with a dash
+interests:
+- Methods for machine learning applied to immersive media
+- Immersive user bahaviour
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'mailto:e.pignatelli@ucl.ac.uk'
+- icon: twitter
+ icon_pack: fab
+ link: https://twitter.com/EduPignatelli
+- icon: github
+ icon_pack: fab
+ link: https://github.com/epignatelli
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Researchers
+---
+
+I am an architect by education and a Machine Learning Scientist and Software Engineer by profession. I am interested in Deep Reinforcement Learning, its points of contact with neuropsychology, and its applications to the preservation of nature and the environment.
\ No newline at end of file
diff --git a/content/authors/edu-pignatelli/avatar.jpg b/content/authors/edu-pignatelli/avatar.jpg
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diff --git a/content/authors/han-wang/_index.md b/content/authors/han-wang/_index.md
new file mode 100755
index 0000000..93eccae
--- /dev/null
+++ b/content/authors/han-wang/_index.md
@@ -0,0 +1,31 @@
+---
+# Display name
+title: Han Wang
+
+# Username (this should match the folder name and the name on publications)
+authors:
+- "H. Wang"
+
+# Role/position
+role: Phd student
+
+# Short bio (displayed in user profile at end of posts)
+bio: ""
+
+# List each interest with a dash
+interests:
+- Graph Machine Learning
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'uceehw1@ucl.ac.uk'
+
+
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Researchers
+---
diff --git a/content/authors/han-wang/avatar.webp b/content/authors/han-wang/avatar.webp
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diff --git a/content/authors/kaige-yang/_index.md b/content/authors/kaige-yang/_index.md
new file mode 100755
index 0000000..d121002
--- /dev/null
+++ b/content/authors/kaige-yang/_index.md
@@ -0,0 +1,59 @@
+---
+# Display name
+title: Kaige Yang
+# Username (this should match the folder name and the name on publications)
+authors:
+- "Kaige. Yang"
+
+# Role/position
+role: Amazon Reseacher
+
+# Short bio (displayed in user profile at end of posts)
+bio: ""
+
+# List each interest with a dash
+interests:
+- Reinforcement Learning
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'mailto:Kaige.yang.11@ucl.ac.uk'
+- icon: linkedin
+ icon_pack: fab
+ link: 'https://www.linkedin.com/in/kaige-yang-81370865/'
+- icon: google-scholar
+ icon_pack: ai
+ link: 'https://scholar.google.co.uk/citations?user=F-TGa1sAAAAJ&hl=en'
+- icon: github
+ icon_pack: fab
+ link: 'https://github.com/yang0110'
+
+
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Alumni
+---
+
+I earned by BE in Computer & Communication Engineering from the American University of Beirut (AUB) in 2020 and my MSc in Human Robotics from Imperial College London in 2021. I have also completed a research internship within the Systems Group at ETH Zurich in Summer 2019. From January 2022, I joined the LASP Group as a Phd student. My current research interest is the design of reinforcement learning algorithms in such a way that the energy costs remain reasonable while retaining high performance. My goal is to develop novel data-efficient and generalisable learning strategies.
+
+I joined LASP as a Phd student with UCL Overseas Research Scholarship in April 2018. Prior to joining the group, I earned my BEng and MSc in Electrical Engineering from UCL during 2012-2017.
+
+My research interests lie in the field of machine learning. In particular, I am interested in sequential decision making and reinforcement learning.
+
+#### Research
+
+##### Graph Bandit
+
+We consider the problem of stochastic linear bandit with multiple users where a user graph characterizes the affinity between users is available. The goal is to design an asymptotic optimal and computational light algorithm with improved finite-time regret guarantee. The question to answer is: On the basis of existing provably asymptotic optimal algorithms, could the user graph be exploited to improve the finite-time behaviour of asymptotic optimal algorithms, while keeping the computational complexity low.
+
+[Link to ArXiv](https://arxiv.org/abs/1907.05632)
+
+##### Laplacian-regularized Estimator Error Analysis
+
+We provide a theoretical analysis of the representation learning problem aimed at learning the latent variables (design matrix) Θ of observations Y with the knowledge of the coefficient matrix X. The design matrix is learned under the assumption that the latent variables Θ are smooth with respect to a (known) topological structure G. To learn such latent variables, we study a graph Laplacian regularized estimator, which is the penalized least squares estimator with penalty term proportional to a Laplacian quadratic form.
+
+[Link to Arxiv](https://arxiv.org/abs/1902.03720)
diff --git a/content/authors/kaige-yang/avatar.jpg b/content/authors/kaige-yang/avatar.jpg
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diff --git a/content/authors/keyue-jiang/_index.md b/content/authors/keyue-jiang/_index.md
new file mode 100755
index 0000000..b00815f
--- /dev/null
+++ b/content/authors/keyue-jiang/_index.md
@@ -0,0 +1,37 @@
+---
+# Display name
+title: Keyue Jiang
+
+# Username (this should match the folder name and the name on publications)
+authors:
+- "K. Jiang"
+
+# Role/position
+role: Phd student
+
+# Short bio (displayed in user profile at end of posts)
+bio: "I'm a first-year Phd student in Information Engineering and Machine Learning, jointly supervised by Dr. Laura Toni at University College London and Dr. Xiaowen Dong at the University of Oxford. Before that, I obtained my MSc in Data Science at UCL, advised by Dr. Pasquale Minervini at UCL NLP, and BEng in Ocean Engineering and Technology at Zhejiang University. My research interest lies in the general world of Graph Machine Learning, which includes, Graph Signal Processing, Graph Representation Learning and Knowledge Graphs I would like to give my special thanks to UCL faculty of engineering, UKRI EPSRC, and the China Scholarship Council for generously supporting my research."
+
+# List each interest with a dash
+interests:
+- Graph Machine Learning
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'keyue.jiang.18@ucl.ac.uk'
+- icon: github
+ icon_pack: fab
+ link: https://github.com/GaryBall
+- icon: linkedin
+ icon_pack: fab
+ link: https://www.linkedin.com/in/keyue-jiang-6946881a0
+
+
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Researchers
+---
diff --git a/content/authors/keyue-jiang/avatar.jpg b/content/authors/keyue-jiang/avatar.jpg
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diff --git a/content/authors/laura-toni/_index.md b/content/authors/laura-toni/_index.md
new file mode 100755
index 0000000..21eef0e
--- /dev/null
+++ b/content/authors/laura-toni/_index.md
@@ -0,0 +1,146 @@
+---
+# Display name
+title: Laura Toni
+
+# Username (this should match the folder name and the name on publications)
+authors:
+- "L. Toni"
+
+# Role/position
+role: Associate Professor
+
+# Short bio (displayed in user profile at end of posts)
+bio: >
+
+# List each interest with a dash
+interests:
+- Immersive communications
+- Study of users' behavior in virtual reality
+- Graph learning for volumetric video
+- Graph-based multi-arm bandit problems
+- Embeddings for reinforcement learning
+- Graph signal processing for network science
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'mailto:l.toni@ucl.ac.uk'
+- icon: google-scholar
+ icon_pack: ai
+ link: https://scholar.google.com/citations?user=fQ-oWKUAAAAJ&hl=en
+- icon: twitter
+ icon_pack: fab
+ link: https://twitter.com/tonizza82
+- icon: github
+ icon_pack: fab
+ link: https://github.com/lasp-ucl
+- icon: linkedin
+ icon_pack: fab
+ link: 'https://uk.linkedin.com/in/lauratoni'
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Principal Investigators
+---
+
+### Bio
+
+Associate Professor at [Electronic & Electrical Departement](https://www.ucl.ac.uk/electronic-electrical-engineering/) at [UCL](https://www.ucl.ac.uk)
+
+Director of MSc on Telecommunications and Internet Engineering, and MRes on Telecommunications
+
+[Turing Fellow](https://www.turing.ac.uk/turing-fellows/) at the [Alan Turing Institute](https://turing.ac.uk/), the UK National Institute for Data Science and Artificial Intelligence.
+
+[ELLIS](https://ellis.eu) (European Laboratory for Learning and Intelligient Systems) Member
+
+I graduated from University of Bologna in 2005 (MS degree) and 2009 (PhD degree). I was then a PostDoc for one year at the University of California, San Diego, working with Prof. L. Milstein and Prof. P. Cosman and for three years at the EPFL working with Prof. P. Frossard.
+[More about me](https://laspucl2016.wpcomstaging.com/team/laura-toni/bio/).
+
+I am the Principal Investigator at [LASP](https://laspucl2016.wpcomstaging.com/) (Learning And Signal Processing) at the Electronic Engineering Department at [University College London.](https://www.ucl.ac.uk)
+My major research contributions are in the area of coding and streaming technologies, machine learning for immersive communications, decision-making strategies under uncertainty, and large-scale signal processing.
+See more about [Technical activities](http://laspucl2016.wpcomstaging.com/team/laura-toni/technical-activities/) in which I am involved.
+
+### Most recent publications
+
+[Google Scholar](https://scholar.google.com/citations?user=fQ-oWKUAAAAJ&hl=en)
+
+### Teaching
+
+I am a member of the [Institute of Communications and Connected Systems](https://www.ucl.ac.uk/iccs/)
+
+Director of MSc Programmes on [Telecommunication](https://www.ucl.ac.uk/prospective-students/graduate/taught-degrees/telecommunications-msc) and [Internet Engineering](https://www.ucl.ac.uk/prospective-students/graduate/taught-degrees/internet-engineering-msc)
+
+I teach the following courses:
+[Data Acquisition and Processing (DASP)](https://www.ucl.ac.uk/module-catalogue/modules/data-acquisition-and-processing-systems-dps/ELEC0136)
+[Internet of Things](https://www.ucl.ac.uk/short-courses/search-courses/internet-things-iot-introduction-understanding-and-designing-iot-systems)
+
+Have a look at our New [MSc in Integrated Machine Learning Systems](https://www.ucl.ac.uk/prospective-students/graduate/taught-degrees/integrated-machine-learning-systems-msc) starting on September 2019
+
+## Service
+
+**Conference Organization**
+
+- TPC Co-Chair at ACM MM 2022
+- Keynot Co-Chair at ACM MMSys 2022
+- General Co-Chair at ACM MMSys 2020
+- Co-Organizer, "[The power of graphs in machine learning and sequential decision-making](https://graphpower.inria.fr/)" workshop, in collaboration with Lille – France, July 2019.
+- Co-Organizer, “[Emerging Technology for the Performing Arts](https://www.ucl.ac.uk/iccs/events/2019/jul/workshop-emerging-technology-performing-arts)” workshop where artists, technologists and engineers came together to explore the application and development of emerging technology for the performing arts.
+- TPC Co-Chair of ACM MMSys 2019 Conference. Top-tier conference in multimedia systems, with a unique opportunity to interact both with academics and industrial partners. $18'500 funding obtained for organizing the first women in SIGMM event at a MMsys conference.
+- Tutorial Co-Chair of ACM Multimedia 2020
+- Area Chair. ACM International conference on Interactive Media Experience (IMX 2020)
+- TPC Member: IEEE ICIP, IEEE ICASSP, IEEE ICME, IEEE GLOBECOM, IEEE ICC, IEEE MMSP, ACM MMSyS, ACM MM.
+
+**Special Session Organization**
+
+- Co-Chair, “Visual Communication with 6 DoF”, EUVIP 2019.
+- Co-Chair, "When Graph Signal Processing meets Computer Vision", ICCV 2021 Workshop.
+- Presenter, “Graph signal processing for machine learning: A review and new perspectives”, ICASSP 2021 Tutorial.
+
+**Equality Diversity and Inclusion Roles**
+
+- Diversity and Inclusion co-Chair of MMSYS 2021
+- Diversity and Inclusion Chair of PIMRC 2020
+- Diversity and Inclusion co-Chair, IEEE ICME 2021
+- TPC co-Chair with diversity and Inclusion responsibilities, ACM MMSYS 2020
+- Co-Chair, IEEE Women's workshop on Communications and Signal Processing, 2013.
+
+**Journal editorship**
+
+- Department Editor for IEEE Multimedia Magazine, 2021-present
+- Associated editor for EURASIP Journal on Advances in Signal Processing, 2017-2020
+- Associated editor for IEEE Transaction on Image Processing, 2017-present
+- Guest editor for “IEEE COMSOCMTC E-Letter” special issue on interactive multi-view video services: from acquisition to rendering, 2016.
+
+**Special issues – Guest Editor**
+
+- “Best Papers from the ACM Multimedia Systems 2019 and Co-Located Workshops”, ACM Transactions on Multimedia Computing, Communications, and Applications, 2020.
+- **“**Interactive multi-view video services: from acquisition to rendering”, E-Letter, IEEE COMSOC, 2016
+
+**Commission of Trust**
+
+- ELLIS (European Lab for Learning and Intelligent Systems) Member, 2020 - present
+- Alan Turing Fellow, 2021-present
+- Member of the MMSys Steering Committee, 2020- present
+- EURASIP Technical Area Committee on Signal and Data Analytics for Machine Learning, 2021 – present.
+- IEEE MMSP _(Multimedia Signal Processing_) Technical Committee (MMTC), 2018 – 2020.
+- SIGMM Executive Committee for SIGMM, 2021-present.
+- IEEE Senior Member, 2019-present
+- IEEE Member, 2012-2019
+
+**Expert for:**
+
+- EPSRC, 2018-present
+- BSF (United States-Israel Binational Science Foundation), 2021-present
+- IET, 2019-present
+- EURASIP JASP Best Paper Award, 2019-present
+- SIGMM Student travel grants, 2019-present
+
+**Reviewer for:**
+
+IEEE Transactions on Communication, IEEE Transactions on Broadcasting, IEEE Communication Letters, IEEE Signal Processing Letters, Image and Signal Processing, IEEE Transactions on Image Processing, IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Multimedia, IEEE Transactions on Signal Processing, Journal of Visual Communication and Image Representation
+
+NeurIPS, ICLR, AISTATS, IEEE INFOCOM, IEEE ICIP, IEEE ICASSP, IEEE ICME, IEEE GLOBECOM, IEEE ICC, IEEE VTC, IEEE WCNC, IEEE MMSP, ACM Multimedia, IEEE GlobalSIP
+
+- **Chairing Sessions:** ICASSP 2020, MMSys 2019, IEEE ISWCS 2009, SPAW 2008.
diff --git a/content/authors/laura-toni/avatar.png b/content/authors/laura-toni/avatar.png
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diff --git a/content/authors/nagham-osman/_index.md b/content/authors/nagham-osman/_index.md
new file mode 100755
index 0000000..4cce353
--- /dev/null
+++ b/content/authors/nagham-osman/_index.md
@@ -0,0 +1,41 @@
+---
+# Display name
+title: Nagham Osman
+# Username (this should match the folder name and the name on publications)
+authors:
+- "N. Osman"
+
+# Role/position
+role: Phd student
+
+# Short bio (displayed in user profile at end of posts)
+bio:
+
+# List each interest with a dash
+interests:
+- AI-based Drug Discovery
+- Goal-Oriented molecule generation
+- Geometric Deep Learning
+- Graph Neural Networks
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'mailto:nagham.osman.21@ucl.ac.uk'
+- icon: linkedin
+ icon_pack: fab
+ link: https://uk.linkedin.com/in/nagham-osman-4711731a3
+
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Researchers
+---
+
+I graduated from the **American University of Beirut** (Lebanon) in May 2021 with a **Bachelor in Electrical and Computer Engineering** (BEng) with distinction. Along my Bachelor, I also got a **minor in Artificial Intelligence and Machine Learning**. I joined the **Learning And Signal Processing** (LASP) research group at UCL as a Phd student in October 2021.
+
+I completed an internship at **CYENS Centre of Excellence** (formerly known as RISE) within the Digitally Enhanced Urban Environments (DARE) MRG under the supervision of Dr. Demetris Antoniades from June 2020 to December 2020. The project involved a variety of Data Science processes to clean, tokenize, and extract features from text data and evaluate relationships using a Network Science approach and Graph Neural Networks to do observations over the network connections between the nodes.
+
+I have also worked as a Research Assistant (RA) at the American University of Beirut working in both the Machine Learning lab and the Quantum Computing lab from July 2019 to May 2021.
diff --git a/content/authors/nagham-osman/avatar.jpg b/content/authors/nagham-osman/avatar.jpg
new file mode 100755
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diff --git a/content/authors/pedro-gomes/_index.md b/content/authors/pedro-gomes/_index.md
new file mode 100755
index 0000000..d7d121b
--- /dev/null
+++ b/content/authors/pedro-gomes/_index.md
@@ -0,0 +1,36 @@
+---
+# Display name
+title: Pedro Gomes
+# Username (this should match the folder name and the name on publications)
+authors:
+- "P. Gomes"
+
+# Role/position
+role: Phd student
+
+# Short bio (displayed in user profile at end of posts)
+bio:
+
+# List each interest with a dash
+interests:
+- Graph Neural Networks
+- Point Clouds
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'mailto:pedro.gomes.19@ucl.ac.uk'
+- icon: linkedin
+ icon_pack: fab
+ link: https://uk.linkedin.com/in/nagham-osman-4711731a3
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Researchers
+---
+
+Prior to joining UCL, I earned my BSc and MSc degrees in Electrical Engineering at the University of Coimbra (Portugal)
+My research interests lie in the emerging field of graph signal processing for volumetric content with the specific twist of graph learning for new modalities representations and processing.
+In February of 2020, I joined the LASP group at UCL as a Phd student within the project of _machine learning algorithms for immersive communication_.
diff --git a/content/authors/pedro-gomes/avatar.png b/content/authors/pedro-gomes/avatar.png
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index 0000000..1a2b234
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diff --git a/content/authors/sephora-madjiheurem/_index.md b/content/authors/sephora-madjiheurem/_index.md
new file mode 100755
index 0000000..9b39c49
--- /dev/null
+++ b/content/authors/sephora-madjiheurem/_index.md
@@ -0,0 +1,71 @@
+---
+# Display name
+title: Sephora Madjiheurem
+# Username (this should match the folder name and the name on publications)
+authors:
+- "S. Madjiheurem"
+
+# Role/position
+role: DeepMind Reseacher
+
+# Short bio (displayed in user profile at end of posts)
+bio:
+
+# List each interest with a dash
+interests:
+- Graph-based Reinforcement Learning
+- Learning general representations for meta reinforcement learning
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'mailto:sephora.madjiheurem.17@ucl.ac.uk'
+- icon: google-scholar
+ icon_pack: ai
+ link: https://scholar.google.com/citations?user=ftEx984AAAAJ
+- icon: github
+ icon_pack: fab
+ link: https://github.com/Sephora-M
+- icon: linkedin
+ icon_pack: fab
+ link: https://uk.linkedin.com/in/msephora
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Alumni
+---
+
+I joined the Learning And Signal Processing (LASP) group within the **Communication and Information Systems group at UCL** as a Phd student in September 2017. Prior to joining UCL, I attended the **Swiss Institute of Technology in Lausanne (EPFL)** where I earned my BSc and MSc degrees in Communication Systems. I was a visiting student in the **Computer Science department at ETH Zurich, Switzerland** from September 2016 to August 2017 and between June and September 2016 I completed an internship within the Machine Learning group at **Data61 CSIRO in Canberra, Australia**.
+
+I have always had a strong fascination for learning systems (both biological and artificial), and I am very grateful to be working on cool projects in these areas with the LASP group!
+
+### **News**
+
+- July 2021: I will present our work Disentangled Predictive Representation for Meta-Reinforcement Learning at the Unsupervised Reinforcement Learning workshop at **ICML 2021**.
+- February 2021: I will be presenting work with collaborators at DeepMind [Expected Eligibility Traces](https://arxiv.org/pdf/2007.01839.pdf) (_Distinguished Award Paper_) at the virtual **AAAI 2021** conference
+- October 2020: Invited panelist at the **AI for Sustainable Development Panel Discussion** during the [Bloomsbury Festival 2020](https://bloomsburyfestival.org.uk/event/ai-for-sustainable-development-panel-discussion/)
+- December 2020: I will be joining **DeepMind** in London for an internship
+- August 2019: I will be a research intern at **Google AI** in Zurich
+- July 2019: I will be attending the [**Machine Learning Summer School 2019**](https://sites.google.com/view/mlss-2019) in London
+- April 2019: I will be presenting our work on [Representation Learning on Graph for RL](http://proceedings.mlr.press/v89/madjiheurem19a/madjiheurem19a.pdf) at **AISTATS 2019** in Okinawa, Japan
+- May 2018: I will be interning with **IBM Research** in Dublin
+
+### **Research Interests**
+
+The focus of my current research is reinforcement learning. I am more specifically interested advancing data efficient reinforcement learning, through learning rich and compact representations of states or Markov Decision Processes.
+
+- _Graph-based Reinforcement Learning_
+ In large environment, learning the optimal behaviour is a data and compute-expensive process, often intractable. As a consequence, we often resort to function approximation. A major open problem in function approximation for reinforcement learning problems is state representations. In this project, we learn state features hat **embed the geometry of the graph of states**. These features lead to improved performances over state-of-the art linear value function approximation. We note that this improvements come from the fact that the features capture the structural equivalence of the states while preserving the local properties of the graph.
+
+ [Representation Learning on Graphs: A Reinforcement Learning Application](http://proceedings.mlr.press/v89/madjiheurem19a/madjiheurem19a.pdf), S. Madjiheurem and L. Toni, Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS 2019). PMLR: Volume 89
+
+- _Learning general representations for meta reinforcement learning_
+ A major challenge in reinforcement learning (RL) is the design of agents that are able to **generalize across tasks sharing common dynamics**. A viable solution is to learn state representations that encode prior information from a set of tasks, and use them to generalize the value function approximation. This has been proposed in the literature as successor representation approximators. While promising, these methods do not generalize well across optimal policies, leading to sampling-inefficiency when learning a new task. In this paper, we propose _state2vec_, an efficient and low-complexity framework for learning successor features which _(i)_ generalize across policies, _(ii)_ ensure sample-efficiency during meta-test. We extend the well known node2vec framework to learn state embeddings that account for the discounted future state transitions in RL. The proposed off-policy state2vec captures the geometry of the underlying state space, making good basis functions for linear value function approximation.
+
+ [State2vec: Off-policy successor features approximators](Off-policy successor features approximators), S. Madjiheurem and L. Toni, _arXiv preprint arXiv:1910.10277_, 2019.
+
+### **Outside the Lab**
+
+My other favourite ways of keeping busy are through indoors and outdoors sports, dancing, cooking (and eating), and [podcasting](https://anchor.fm/s-a-madjiheurem-schoene)!
diff --git a/content/authors/sephora-madjiheurem/avatar.jpg b/content/authors/sephora-madjiheurem/avatar.jpg
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diff --git a/content/authors/silvia-rossi/_index.md b/content/authors/silvia-rossi/_index.md
new file mode 100755
index 0000000..ae16868
--- /dev/null
+++ b/content/authors/silvia-rossi/_index.md
@@ -0,0 +1,69 @@
+---
+# Display name
+title: Silvia Rossi
+# Username (this should match the folder name and the name on publications)
+authors:
+- "S. Rossi"
+
+# Role/position
+role: Postdoc CWI
+
+# Short bio (displayed in user profile at end of posts)
+bio:
+
+# List each interest with a dash
+interests:
+- Graph-based Reinforcement Learning
+- Learning general representations for meta reinforcement learning
+
+# Remove the ones not needed
+social:
+- icon: envelope
+ icon_pack: fas
+ link: 'mailto:ss.rossi@cwi.nl'
+- icon: google-scholar
+ icon_pack: ai
+ link: https://scholar.google.com/citations?user=eez4fs4AAAAJ&hl=en
+- icon: github
+ icon_pack: fab
+ link: https://github.com/orgs/LASP-UCL/people/Silvia024
+- icon: linkedin
+ icon_pack: fab
+ link: https://nl.linkedin.com/in/silvia-rossi-b8baa4a2
+
+# Organizational groups that you belong to (for People widget)
+# Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- Alumni
+---
+
+PostDoc at [DIS group](https://www.dis.cwi.nl), CWI (The Netherland).
+**Information Director** of [ACM SIGMM Records](https://records.sigmm.org).
+**PhD** at Electronic & Electrical Department, UCL (UK).
+
+I received my [Laurea Triennale and Magistrale in Electronics and Telecommunications Engineering for Energy](https://corsi.unibo.it/2cycle/ElectronicsTelecommunicationsEngineeringEnergy) (they are comparable to BSc and MSc degrees) from **University of Bologna** – [Campus of Cesena](https://www.unibo.it/en/campus-cesena/studying-at-cesena/studying-at-cesena) in 2013 and 2016, respectively. From September 2015 to March 2016, I was a visiting student at [WMN](https://www.kingston.ac.uk/faculties/science-engineering-and-computing/research/research-centres/dirc/wireless-multimedia-and-networking/) (Wireless Multimedia Networking) laboratory at **Kingston University**, London to prepare my final dissertation under the supervision of [Prof. Maria Martini](https://www.kingston.ac.uk/staff/profile/professor-maria-martini-290/).
+In May 2017, after a five months internship, I joined [LASP group](https://laspucl2016.wpcomstaging.com) as the first Phd student. From October 2020 to June 2021, I was a visiting student at [DIS](https://www.dis.cwi.nl) (Distributed & Interactive Systems) group in CWI, Amsterdam under the supervision of [Prof. Pablo Cesar](https://www.pablocesar.me) and [Dr Irene Viola](https://www.ireneviola.com). My PhD thesis is “[_Understanding user interactivity for the next-generation immersive communication: design, optimisation, and behavioural analysis_](https://discovery.ucl.ac.uk/id/eprint/10143615/)_”_.
+I have recently joined [DIS](https://www.dis.cwi.nl) (Distributed & Interactive Systems) group in CWI (The Netherlands) as a postdoc thanks to an [ERCIM fellowship](https://fellowship.ercim.eu).
+
+Truly passionate about multimedia and technology, my research interests are at the crossroad between multimedia processing, data processing and analysis, machine learning, and communication systems.
+
+## **Research Interests**
+
+- [Immersive Communication](https://laspucl2016.wpcomstaging.com/research-3/immersive-communications/)
+- [User Behaviour Analysis in VR](https://laspucl2016.wpcomstaging.com/research-3/user-behaviour-analysis-in-vr-systems/)
+
+## **Activities**
+
+_Member Of The Organizing Committee_
+
+- ACM MMSys [2020](https://2020.acmmmsys.org/), [2021](https://2021.acmmmsys.org/) and [2022](https://mmsys2022.ie)
+
+## **Publications**
+
+- [Google scholar page](https://scholar.google.com/citations?user=eez4fs4AAAAJ&hl=en)
+
+> **_"Be less curious about people and more curious about ideas."_**
+>
+> **Marie Skłodowska Curie**
+
+Last update: 3 September 2021
diff --git a/content/authors/silvia-rossi/avatar.jpg b/content/authors/silvia-rossi/avatar.jpg
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index 0000000..764a058
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diff --git a/content/home/about_group.md b/content/home/about_group.md
new file mode 100644
index 0000000..e678bbb
--- /dev/null
+++ b/content/home/about_group.md
@@ -0,0 +1,21 @@
+---
+# About widget.
+widget: "custom" # See https://sourcethemes.com/academic/docs/page-builder/
+headless: true # This file represents a page section.
+active: true # Activate this widget? true/false
+weight: 02 # Order that this section will appear in.
+title: "About us"
+subtitle: "... and what we do"
+---
+The __Learning And Signal Processing__ is a research lab led by Dr. {{% mention "laura-toni" %}} and is part of the [Department of Electrical Engineering and Computer Engineering](https://www.ucl.ac.uk/electronic-electrical-engineering/ucl-electronic-and-electrical-engineering) at the University College London.
+
+Our research activity focused on developing novel adaptive strategies for large-scale networks with applications including adaptive streaming strategies for virtual reality services, data-efficient multi-arm bandit problems for online recommendation systems, graph-based reinforcement learning for AI systems, and influence maximization over social networks. Our research is at the crossroad between multimedia processing, machine learning, and signal processing.
+
+
+
+ Follows us on Github
+
+
+ Follows us on Twitter
+
+
diff --git a/content/home/contact.md b/content/home/contact.md
new file mode 100644
index 0000000..6202877
--- /dev/null
+++ b/content/home/contact.md
@@ -0,0 +1,38 @@
+---
+# An instance of the Contact widget.
+widget: contact
+
+# This file represents a page section.
+headless: true
+
+# Order that this section appears on the page.
+weight: 99
+
+title: Contact
+subtitle:
+
+content:
+ # Automatically link email and phone or display as text?
+ autolink: true
+
+ # Contact details (edit or remove options as required)
+ email: l.toni@ucl.ac.uk
+ phone: +357 25 002618
+ address:
+ street: Gower Street
+ city: London
+ region:
+ postcode: 'WC1E 7JE'
+ country: UK
+ country_code: UK
+ coordinates:
+ latitude: '51.52341496502994'
+ longitude: '-0.1324558153455622'
+ directions: Malet Place Engineering Building
+ office_hours:
+ appointment_url:
+ contact_links:
+
+design:
+ columns: '2'
+---
\ No newline at end of file
diff --git a/content/home/index.md b/content/home/index.md
new file mode 100644
index 0000000..21e4fdf
--- /dev/null
+++ b/content/home/index.md
@@ -0,0 +1,7 @@
+---
+# Files in this folder represent a Widget Page (homepage)
+type: widget_page
+
+# Homepage is headless, other widget pages are not.
+headless: true
+---
\ No newline at end of file
diff --git a/content/home/people.md b/content/home/people.md
new file mode 100644
index 0000000..891d4c7
--- /dev/null
+++ b/content/home/people.md
@@ -0,0 +1,27 @@
+---
+# An instance of the People widget.
+# Documentation: https://wowchemy.com/docs/page-builder/
+widget: people
+
+# This file represents a page section.
+headless: true
+
+# Order that this section appears on the page.
+weight: 03
+
+title: People
+subtitle:
+
+content:
+ # Choose which groups/teams of users to display.
+ # Edit `user_groups` in each user's profile to add them to one or more of these groups.
+ user_groups:
+ - Principal Investigators
+ - Researchers
+ - Alumni
+
+design:
+ show_interests: false
+ show_role: true
+ show_social: true
+---
\ No newline at end of file
diff --git a/content/home/publications.md b/content/home/publications.md
new file mode 100644
index 0000000..87c726b
--- /dev/null
+++ b/content/home/publications.md
@@ -0,0 +1,38 @@
+---
+# An instance of the Pages widget.
+# Documentation: https://wowchemy.com/docs/page-builder/
+widget: pages
+
+# This file represents a page section.
+headless: true
+
+# Order that this section appears on the page.
+weight: 04
+
+title: Recent Publications
+subtitle: ''
+
+content:
+ # Page type to display. E.g. post, talk, publication...
+ page_type: publication
+ # Choose how much pages you would like to display (0 = all pages)
+ count: 5
+ # Choose how many pages you would like to offset by
+ offset: 0
+ # Page order: descending (desc) or ascending (asc) date.
+ order: desc
+ # Filter on criteria
+ filters:
+ tag: ''
+ category: ''
+ publication_type: ''
+ author: ''
+ exclude_featured: true
+design:
+ # Choose a view for the listings:
+ # 1 = List
+ # 2 = Compact
+ # 3 = Card
+ # 4 = Citation (publication only)
+ view: 4
+---
diff --git a/content/home/top_image.md b/content/home/top_image.md
new file mode 100644
index 0000000..0aa5d2b
--- /dev/null
+++ b/content/home/top_image.md
@@ -0,0 +1,39 @@
+---
+# Hero widget.
+widget: "hero" # See https://sourcethemes.com/academic/docs/page-builder/
+headless: true # This file represents a page section.
+active: true # Activate this widget? true/false
+weight: 01 # Order that this section will appear.
+hero_media: ""
+design:
+ background:
+ # Apply a background color, gradient, or image.
+ # Uncomment (by removing `#`) an option to apply it.
+ # Choose a light or dark text color by setting `text_color_light`.
+ # Any HTML color name or Hex value is valid.
+
+ # Background color.
+ # color: "navy"
+
+ # Background gradient.
+ # gradient_start: "#4bb4e3"
+ # gradient_end: "#2b94c3"
+
+ # Background image.
+ image: "img/graphs.jpg" # Name of image in `static/img/`.
+ # image_darken: 0.6 # Darken the image? Range 0-1 where 0 is transparent and 1 is opaque.
+ image_size: "contain" # Options are `cover` (default), `contain`, or `actual` size.
+ image_position: "center" # Options include `left`, `center` (default), or `right`.
+ image_parallax: true # Use a fun parallax-like fixed background effect? true/false
+
+ # Text color (true=light or false=dark).
+ text_color_light: dark
+
+---
+
+
+
+
+
+
+
diff --git a/content/people/index.md b/content/people/index.md
new file mode 100644
index 0000000..2a20a6e
--- /dev/null
+++ b/content/people/index.md
@@ -0,0 +1,4 @@
+---
+# Files in this folder represent a Widget Page
+type: widget_page
+---
diff --git a/content/people/people.md b/content/people/people.md
new file mode 100644
index 0000000..1f7f9c9
--- /dev/null
+++ b/content/people/people.md
@@ -0,0 +1,27 @@
+---
+# An instance of the People widget.
+# Documentation: https://wowchemy.com/docs/page-builder/
+widget: people
+
+# This file represents a page section.
+headless: true
+
+# Order that this section appears on the page.
+weight: 68
+
+title: Meet the Team
+subtitle:
+
+content:
+ # Choose which groups/teams of users to display.
+ # Edit `user_groups` in each user's profile to add them to one or more of these groups.
+ user_groups:
+ - Principal Investigators
+ - Researchers
+ - Alumni
+
+design:
+ show_interests: false
+ show_role: true
+ show_social: true
+---
diff --git a/go.mod b/go.mod
new file mode 100644
index 0000000..62e6643
--- /dev/null
+++ b/go.mod
@@ -0,0 +1,8 @@
+module github.com/wowchemy/starter-hugo-research-group
+
+go 1.14
+
+require (
+ github.com/wowchemy/wowchemy-hugo-modules/wowchemy-cms/v5 v5.0.0-20220322201716-d773f436c359 // indirect
+ github.com/wowchemy/wowchemy-hugo-modules/wowchemy/v5 v5.0.0-20220322201716-d773f436c359 // indirect
+)
diff --git a/go.sum b/go.sum
new file mode 100644
index 0000000..caee55a
--- /dev/null
+++ b/go.sum
@@ -0,0 +1,4 @@
+github.com/wowchemy/wowchemy-hugo-modules/wowchemy-cms/v5 v5.0.0-20220322201716-d773f436c359 h1:8w5AVxrlJIEPwxW1m1SCuL2UNLmU4KaNcNV1q1bqUpY=
+github.com/wowchemy/wowchemy-hugo-modules/wowchemy-cms/v5 v5.0.0-20220322201716-d773f436c359/go.mod h1:Sp/AKo+2HAPi/IPHp1MEdKPmee+mzO5+efUBUPLPqPE=
+github.com/wowchemy/wowchemy-hugo-modules/wowchemy/v5 v5.0.0-20220322201716-d773f436c359 h1:SnTLWwKbZicL2OTIf1Fm0Hi9jgXMYOb660cSsltfr1s=
+github.com/wowchemy/wowchemy-hugo-modules/wowchemy/v5 v5.0.0-20220322201716-d773f436c359/go.mod h1:2iL9rdrUYyJXX2BeHKfK+QbqZlubCsaR60nQ87NRQTY=
diff --git a/scripts/update_publication.sh b/scripts/update_publication.sh
new file mode 100755
index 0000000..3542f51
--- /dev/null
+++ b/scripts/update_publication.sh
@@ -0,0 +1,9 @@
+if ! type academic; then
+ pip3 install -U academic
+fi
+# fetch bib from dbpl
+test -f /tmp/laura_publication.bib && rm -r /tmp/laura_publication.bib
+curl "https://dblp.org/pid/81/7871.bib?param=1" -o /tmp/laura_publication.bib
+# import to content/publication
+test -d content/publication && rm -r content/publication
+academic import --bibtex /tmp/laura_publication.bib --publication-dir content/publication --overwrite
\ No newline at end of file