gpeyre / 2017-MCOM-unbalanced-ot
L. Chizat, G. Peyré, B. Schmitzer, F-X. Vialard. Scaling Algorithms for Unbalanced Transport Problems. Preprint Arxiv:1607.05816, 2016.
☆41Updated 7 years ago
Related projects: ⓘ
- Optimal transport and generalizations☆58Updated 5 years ago
- A collection of adaptive sparse multi-scale solvers for optimal transport and related optimization problems.☆53Updated 2 years ago
- J-D. Benamou, G. Carlier, M. Cuturi, L. Nenna, G. Peyré. Iterative Bregman Projections for Regularized Transportation Problems. SIAM Jour…☆31Updated 7 years ago
- Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.☆73Updated 8 years ago
- A Python implementation of Monge optimal transportation☆48Updated 11 months ago
- Stochastic Optimization for Optimal Transport☆22Updated 7 years ago
- MATLAB codes for multilevel optimal transport☆23Updated 5 years ago
- Efficient Wasserstein Barycenter in MATLAB (for "Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support" …☆25Updated 5 years ago
- Stochastic algorithms for computing Regularized Optimal Transport☆55Updated 6 years ago
- Code for http://proceedings.mlr.press/v80/dvurechensky18a.html☆14Updated 6 years ago
- demo codes for several approximate optimal transport solvers☆20Updated 6 years ago
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆54Updated 5 years ago
- Code for NIPS 2017 spotlight paper: "Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration" by Jason Alt…☆30Updated 6 years ago
- Python implementation of smooth optimal transport.☆55Updated 3 years ago
- Learning the optimal transport map via input convex neural neworks☆41Updated 4 years ago
- Tensorflow Implementation of "Large-scale Optimal Transport and Mapping Estimation"(ICLR2018/NIPS 2017 OTML)☆19Updated 6 years ago
- Gabriel Peyré. Entropic Approximation of Wasserstein Gradient Flows. SIAM Journal on Imaging Sciences, 8(4), pp. 2323–2351, 2015☆17Updated 7 years ago
- Python notebooks for Optimal Transport between Gaussian Mixture Models☆38Updated 3 years ago
- Optimal transport transforms☆20Updated 6 years ago
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆43Updated last year
- Source code for the ICML2019 paper "Subspace Robust Wasserstein Distances"☆27Updated 5 years ago
- Python and MATLAB code for Stein Variational sampling methods☆23Updated 5 years ago
- Sinkhorn Barycenters via Frank-Wolfe algorithm☆24Updated 4 years ago
- Optimal Transport for Dummies - Code, slides and article☆32Updated 7 years ago
- simple MATLAB code for randomized matrix computation☆23Updated 8 years ago
- ☆9Updated last month
- Cumulative Distribution Transform☆15Updated 6 years ago
- Code for the article "Learning to solve inverse problems using Wasserstein loss"☆27Updated 6 years ago
- Spatio-temporal alignements: Optimal transport in space and time☆41Updated 3 years ago
- ☆11Updated 5 years ago