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Efficient Computation of d-Dimensional Earth Mover's Distance

DEMD Minimization

Poke around the visualizations folder, and here in the root for some fun basics. For a high-level overview in a more digestible format, checkout my blog post: Incorporating Preferences is Easy if you Discretize.

ICLR23_Experiments contains the implementation and experiments for ICLR 2023: Efficient Discrete Multi Marginal Optimal Transport Regularization.

Reference

Efficient Discrete Multi Marginal Optimal Transport Regularization.
Ronak Mehta, Jeffery Kline, Vishnu Suresh Lokhande, Glenn Fung, Vikas Singh.
ICLR 2023, Spotlight.
https://openreview.net/forum?id=R98ZfMt-jE

@inproceedings{
mehta2023efficient,
title={Efficient Discrete Multi Marginal Optimal Transport Regularization},
author={Ronak Mehta and Jeffery Kline and Vishnu Suresh Lokhande and Glenn Fung and Vikas Singh},
booktitle={International Conference on Learning Representations},
year={2023},
url={https://openreview.net/forum?id=R98ZfMt-jE}
}

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