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[NeurIPS 2023] <Nonparametric Teaching for Multiple Learners>

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Nonparametric Teaching for Multiple Learners

By Chen Zhang, Xiaofeng Cao, Weiyang Liu, Ivor Tsang, James Kwok

License

MINT_NonparametricTeaching is released under the MIT License (refer to the LICENSE file for details).

Update

  • 20231021: The resource files for the Poster & Slides are available.
  • 20231017: We updated some resources in Nonparametric Teaching for Multiple Learners.

Visualization of Greedy Functional Teaching algorithm

Synthetic Bivariate Mixture Gaussian data

Single-learner teaching. Single-learner teaching.

Vanilla MINT. Vanilla MINT.

Communicated MINT. Communicated MINT.

MINT in gray scale

Single-learner teaching. Single-learner teaching.

Vanilla MINT. Vanilla MINT.

MINT in three (RGB) channels.

Single-learner teaching. Single-learner teaching.

Vanilla MINT. Vanilla MINT.

Communicated MINT. Communicated MINT.

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Chen Zhang

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[NeurIPS 2023] <Nonparametric Teaching for Multiple Learners>

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