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author | Vivien Seguy <vivienseguy@Viviens-MacBook-Pro.local> | 2018-07-06 01:58:47 +0900 |
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committer | Vivien Seguy <vivienseguy@Viviens-MacBook-Pro.local> | 2018-07-06 01:58:47 +0900 |
commit | 2c7b98009f33e278a2e7e95a035c6a6231bec44e (patch) | |
tree | 9c5b5730ec159f9cbb832bc1bf9d221092cbb14b /README.md | |
parent | e39f04a9465bd9f1447423eb2a592cc9356589a9 (diff) |
add free support barycenter algorithm
Diffstat (limited to 'README.md')
-rw-r--r-- | README.md | 3 |
1 files changed, 3 insertions, 0 deletions
@@ -17,6 +17,7 @@ It provides the following solvers: * Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2] and stabilized version [9][10] with optional GPU implementation (requires cudamat). * Smooth optimal transport solvers (dual and semi-dual) for KL and squared L2 regularizations [17]. * Non regularized Wasserstein barycenters [16] with LP solver (only small scale). +* Non regularized free support Wasserstein barycenters [20]. * Bregman projections for Wasserstein barycenter [3] and unmixing [4]. * Optimal transport for domain adaptation with group lasso regularization [5] * Conditional gradient [6] and Generalized conditional gradient for regularized OT [7]. @@ -225,3 +226,5 @@ You can also post bug reports and feature requests in Github issues. Make sure t [18] Genevay, A., Cuturi, M., Peyré, G. & Bach, F. (2016) [Stochastic Optimization for Large-scale Optimal Transport](arXiv preprint arxiv:1605.08527). Advances in Neural Information Processing Systems (2016). [19] Seguy, V., Bhushan Damodaran, B., Flamary, R., Courty, N., Rolet, A.& Blondel, M. [Large-scale Optimal Transport and Mapping Estimation](https://arxiv.org/pdf/1711.02283.pdf). International Conference on Learning Representation (2018) + +[20] Cuturi, M. and Doucet, A. (2014) [Fast Computation of Wasserstein Barycenters](http://proceedings.mlr.press/v32/cuturi14.html). International Conference in Machine Learning
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