Optimal Transport

Screening Sinkhorn Algorithm for Regularized Optimal Transport NeurIPS 2019 Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NeurIPS 2019 Sliced Gromov-Wasserstein NeurIPS 2019 Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions ICML 2019 Sliced Wasserstein Generative Models CVPR 2019 Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem NeurIPS 2019 Style Transfer by Relaxed Optimal Transport and Self-Similarity CVPR 2019 Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections NeurIPS 2019 Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds AAAI 2019 Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm ICML 2018 Computing Kantorovich-Wasserstein Distances on d-dimensional histograms using (d+1)-partite graphs NeurIPS 2018 Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters NeurIPS 2018 Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance NeurIPS 2018 Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018 Inference via Low-Dimensional Couplings JMLR 2018 Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport NeurIPS 2018 Learning Generative Models with Sinkhorn Divergences AISTATS 2018 Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018 On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport NeurIPS 2018 Regularized Optimal Transport and the Rot Mover's Distance JMLR 2018 Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint CVPR 2018 Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation IJCAI 2018 Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR 2018 Stochastic Wasserstein Barycenters ICML 2018 Structured Optimal Transport AISTATS 2018