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| author | Huy Tran <huytran82125@gmail.com> | 2023-03-22 08:13:53 +0100 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2023-03-22 08:13:53 +0100 |
| commit | 897026ea1f5c35ba9e881433bc61490e70776b8c (patch) | |
| tree | 2cedb9c1a0faa971f6e78c5574d7411ce8e55079 /README.md | |
| parent | b9ed7b1650475420cc5bbec6c31476cc098790d5 (diff) | |
[MRG] CO-Optimal Transport solver (#447)
* Allow warmstart in sinkhorn and sinkhorn_log
* Added argument for warmstart of dual vectors in Sinkhorn-based methods in
* Add the number of the PR
* [WIP] CO-Optimal Transport
* Revert "[WIP] CO-Optimal Transport"
This reverts commit f3d36b2705013409ac69b346585e311bc25fcfb7.
* reformat with PEP8
* Fix W291 trailing whitespace error in pep8 test
* Rearange position of warmstart argument and edit its description
* Implementation of CO-Optimal Transport
* Optimize code and edit documentation
* fix backend bug in test cases
* fix backend bug
* fix backend bug
* Add examples on COOT
* Modify API and edit example
* Edit API
* minor edit of examples and release
* fix bug in coot
* fix doc examples
* more fix of doc
* restart CI
* reordering ref
* add more tests
* add more tests
* add test verbose
* fix PEP8 bug
* fix PEP8 bug
* fix PEP8 bug
* fix pytest bug
* edit doc for better display
---------
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
Co-authored-by: Alexandre Gramfort <agramfort@fb.com>
Diffstat (limited to 'README.md')
| -rw-r--r-- | README.md | 12 |
1 files changed, 7 insertions, 5 deletions
@@ -276,15 +276,15 @@ You can also post bug reports and feature requests in Github issues. Make sure t [35] Deshpande, I., Hu, Y. T., Sun, R., Pyrros, A., Siddiqui, N., Koyejo, S., ... & Schwing, A. G. (2019). [Max-sliced wasserstein distance and its use for gans](https://openaccess.thecvf.com/content_CVPR_2019/papers/Deshpande_Max-Sliced_Wasserstein_Distance_and_Its_Use_for_GANs_CVPR_2019_paper.pdf). In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 10648-10656). -[36] Liutkus, A., Simsekli, U., Majewski, S., Durmus, A., & Stöter, F. R. -(2019, May). [Sliced-Wasserstein flows: Nonparametric generative modeling -via optimal transport and diffusions](http://proceedings.mlr.press/v97/liutkus19a/liutkus19a.pdf). In International Conference on +[36] Liutkus, A., Simsekli, U., Majewski, S., Durmus, A., & Stöter, F. R. +(2019, May). [Sliced-Wasserstein flows: Nonparametric generative modeling +via optimal transport and diffusions](http://proceedings.mlr.press/v97/liutkus19a/liutkus19a.pdf). In International Conference on Machine Learning (pp. 4104-4113). PMLR. [37] Janati, H., Cuturi, M., Gramfort, A. [Debiased sinkhorn barycenters](http://proceedings.mlr.press/v119/janati20a/janati20a.pdf) Proceedings of the 37th International Conference on Machine Learning, PMLR 119:4692-4701, 2020 -[38] C. Vincent-Cuaz, T. Vayer, R. Flamary, M. Corneli, N. Courty, [Online Graph +[38] C. Vincent-Cuaz, T. Vayer, R. Flamary, M. Corneli, N. Courty, [Online Graph Dictionary Learning](https://arxiv.org/pdf/2102.06555.pdf), International Conference on Machine Learning (ICML), 2021. [39] Gozlan, N., Roberto, C., Samson, P. M., & Tetali, P. (2017). [Kantorovich duality for general transport costs and applications](https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.712.1825&rep=rep1&type=pdf). Journal of Functional Analysis, 273(11), 3327-3405. @@ -305,4 +305,6 @@ Dictionary Learning](https://arxiv.org/pdf/2102.06555.pdf), International Confer [47] Chowdhury, S., & Mémoli, F. (2019). [The gromov–wasserstein distance between networks and stable network invariants](https://academic.oup.com/imaiai/article/8/4/757/5627736). Information and Inference: A Journal of the IMA, 8(4), 757-787. -[48] Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty (2022). [Semi-relaxed Gromov-Wasserstein divergence and applications on graphs](https://openreview.net/pdf?id=RShaMexjc-x). International Conference on Learning Representations (ICLR), 2022.
\ No newline at end of file +[48] Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty (2022). [Semi-relaxed Gromov-Wasserstein divergence and applications on graphs](https://openreview.net/pdf?id=RShaMexjc-x). International Conference on Learning Representations (ICLR), 2022. + +[49] Redko, I., Vayer, T., Flamary, R., and Courty, N. (2020). [CO-Optimal Transport](https://proceedings.neurips.cc/paper/2020/file/cc384c68ad503482fb24e6d1e3b512ae-Paper.pdf). Advances in Neural Information Processing Systems, 33. |