bobye / WBC_Matlab
Efficient Wasserstein Barycenter in MATLAB (for "Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support" TSP)
☆25Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for WBC_Matlab
- Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.☆73Updated 8 years ago
- demo codes for several approximate optimal transport solvers☆20Updated 6 years ago
- Optimal transport and generalizations☆59Updated 5 years ago
- L. Chizat, G. Peyré, B. Schmitzer, F-X. Vialard. Scaling Algorithms for Unbalanced Transport Problems. Preprint Arxiv:1607.05816, 2016.☆42Updated 7 years ago
- Stochastic Optimization for Optimal Transport☆22Updated 8 years ago
- Code for http://proceedings.mlr.press/v80/dvurechensky18a.html☆15Updated 6 years ago
- A collection of adaptive sparse multi-scale solvers for optimal transport and related optimization problems.☆53Updated 3 years ago
- Tensorflow Implementation of "Large-scale Optimal Transport and Mapping Estimation"(ICLR2018/NIPS 2017 OTML)☆19Updated 6 years ago
- J-D. Benamou, G. Carlier, M. Cuturi, L. Nenna, G. Peyré. Iterative Bregman Projections for Regularized Transportation Problems. SIAM Jour…☆32Updated 7 years ago
- Python implementation of smooth optimal transport.☆56Updated 3 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
- Gabriel Peyré. Entropic Approximation of Wasserstein Gradient Flows. SIAM Journal on Imaging Sciences, 8(4), pp. 2323–2351, 2015☆17Updated 7 years ago
- simple MATLAB code for randomized matrix computation☆23Updated 9 years ago
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆54Updated 5 years ago
- A Python implementation of Monge optimal transportation☆48Updated last year
- A matlab toolbox to perform Wasserstein Dictionary Learning or NMF☆31Updated 8 years ago
- Python notebooks for Optimal Transport between Gaussian Mixture Models☆39Updated 3 years ago
- Optimal transport transforms☆20Updated 6 years ago
- ☆12Updated 6 years ago
- Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"☆18Updated 3 years ago
- Optimal Transport for Dummies - Code, slides and article☆32Updated 7 years ago
- MATLAB codes for multilevel optimal transport☆25Updated 5 years ago
- Look Ahead Hamiltonian Monte Carlo☆30Updated 9 years ago
- Frank-Wolfe optimization variants with a linear convergence rate☆20Updated 8 years ago
- Morgan A. Schmitz., Matthieu Heitz, Nicolas Bonneel, Fred Ngole, David Coeurjolly, Marco Cuturi, Gabriel Peyré, and Jean-Luc Starck. "Was…☆18Updated 5 years ago
- Group project "Algorithms for large-scale optimal transport". Implement ADMMs and Sinkhorn's Algorithms.☆11Updated 5 years ago
- Sinkhorn Barycenters via Frank-Wolfe algorithm☆24Updated 4 years ago
- Dirichlet Process K-means☆46Updated 5 months ago
- ☆13Updated 5 years ago
- ☆11Updated 3 years ago