gpeyre / 2014-SISC-BregmanOT
J-D. Benamou, G. Carlier, M. Cuturi, L. Nenna, G. Peyré. Iterative Bregman Projections for Regularized Transportation Problems. SIAM Journal on Scientific Computing, 37(2), pp. A1111–A1138, 2015.
☆32Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for 2014-SISC-BregmanOT
- L. Chizat, G. Peyré, B. Schmitzer, F-X. Vialard. Scaling Algorithms for Unbalanced Transport Problems. Preprint Arxiv:1607.05816, 2016.☆42Updated 7 years ago
- MATLAB codes for multilevel optimal transport☆25Updated 5 years ago
- Code for http://proceedings.mlr.press/v80/dvurechensky18a.html☆15Updated 6 years ago
- Stochastic Optimization for Optimal Transport☆22Updated 8 years ago
- A collection of adaptive sparse multi-scale solvers for optimal transport and related optimization problems.☆53Updated 3 years ago
- Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.☆73Updated 8 years ago
- Optimal transport and generalizations☆59Updated 5 years ago
- Stochastic algorithms for computing Regularized Optimal Transport☆55Updated 6 years ago
- Python implementation of smooth optimal transport.☆56Updated 3 years ago
- Efficient Wasserstein Barycenter in MATLAB (for "Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support" …☆25Updated 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
- A Python implementation of Monge optimal transportation☆49Updated last year
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆54Updated 5 years ago
- Contains the code relative to the paper Partial Gromov-Wasserstein with Applications on Positive-Unlabeled Learning https://arxiv.org/abs…☆21Updated 4 years ago
- Sinkhorn Barycenters via Frank-Wolfe algorithm☆24Updated 4 years ago
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆43Updated last year
- Gabriel Peyré. Entropic Approximation of Wasserstein Gradient Flows. SIAM Journal on Imaging Sciences, 8(4), pp. 2323–2351, 2015☆17Updated 7 years ago
- demo codes for several approximate optimal transport solvers☆20Updated 6 years ago
- Implementation of Inexact Proximal point method for Optimal Transport☆45Updated 3 years ago
- Optimal Transport for Dummies - Code, slides and article☆32Updated 7 years ago
- ☆12Updated 6 years ago
- A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is curren…☆206Updated 3 years ago
- PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)☆50Updated last year
- Code for our ICLR19 paper "Wasserstein Barycenters for Model Ensembling", Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jarret Ross, Cicero…☆20Updated 5 years ago
- A set of tests for evaluating large-scale algorithms for Wasserstein-2 transport maps computation (NeurIPS 2021)☆35Updated 2 years ago
- Source code for the ICML2019 paper "Subspace Robust Wasserstein Distances"☆28Updated 5 years ago
- J. Solomon, F. de Goes, G. Peyré, M. Cuturi, A. Butscher, A. Nguyen, T. Du, L. Guibas. Convolutional Wasserstein Distances: Efficient Opt…☆103Updated 7 years ago
- Learning generative models with Sinkhorn Loss☆28Updated 6 years ago
- Statistics on the space of asymmetric networks via Gromov-Wasserstein distance☆13Updated 4 years ago