/GP_Sinkhorn

GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134

Primary LanguageJupyter NotebookMIT LicenseMIT

IPML - Solving Schr\odinger Bridges via Maximum Likelihood.

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Pytorch implementations and experiments for arxiv preprint Solving Schr\odinger Bridges via Maximum Likelihood.

Instalation

In the root directory of this project run

$ pip install -e .

Cite

Paper: https://www.mdpi.com/1099-4300/23/9/1134

Bibtex:

@Article{e23091134,
AUTHOR = {Vargas, Francisco and Thodoroff, Pierre and Lamacraft, Austen and Lawrence, Neil},
TITLE = {Solving Schrödinger Bridges via Maximum Likelihood},
JOURNAL = {Entropy},
VOLUME = {23},
YEAR = {2021},
NUMBER = {9},
ARTICLE-NUMBER = {1134},
URL = {https://www.mdpi.com/1099-4300/23/9/1134},
ISSN = {1099-4300},
DOI = {10.3390/e23091134}
}

Main Experiments