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| author | Rémi Flamary <remi.flamary@gmail.com> | 2016-11-07 16:55:41 +0100 |
|---|---|---|
| committer | Rémi Flamary <remi.flamary@gmail.com> | 2016-11-07 16:55:41 +0100 |
| commit | 611d22fd135f77bba9ba4d4651b689a859c36a82 (patch) | |
| tree | 44c926690a70279435b054d4571014d7bfc49b26 /docs/source/readme.rst | |
| parent | 7337331111d02692e32a13dd02cb9e54b84f058b (diff) | |
doc update
Diffstat (limited to 'docs/source/readme.rst')
| -rw-r--r-- | docs/source/readme.rst | 10 |
1 files changed, 9 insertions, 1 deletions
diff --git a/docs/source/readme.rst b/docs/source/readme.rst index e219eb5..92fc097 100644 --- a/docs/source/readme.rst +++ b/docs/source/readme.rst @@ -10,7 +10,8 @@ machine learning. It provides the following solvers: - OT solver for the linear program/ Earth Movers Distance [1]. -- Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2]. +- Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2] + and stabilized version [9][10]. - Bregman projections for Wasserstein barycenter [3] and unmixing [4]. - Optimal transport for domain adaptation with group lasso regularization [5] @@ -148,5 +149,12 @@ preprint arXiv:1510.06567. for discrete optimal transport", Neural Information Processing Systems (NIPS), 2016. +[9] Schmitzer, B. (2016). Stabilized Sparse Scaling Algorithms for +Entropy Regularized Transport Problems. arXiv preprint arXiv:1610.06519. + +[10] Chizat, L., Peyré, G., Schmitzer, B., & Vialard, F. X. (2016). +Scaling algorithms for unbalanced transport problems. arXiv preprint +arXiv:1607.05816. + .. |Documentation Status| image:: https://readthedocs.org/projects/pot/badge/?version=latest :target: http://pot.readthedocs.io/en/latest/?badge=latest |