optimal transport

Smooth and Sparse Optimal Transport AISTATS 2018 Stochastic algorithms for entropy-regularized optimal transport problems AISTATS 2018 Stochastic Wasserstein Barycenters ICML 2018 Structured Optimal Transport AISTATS 2018 Wasserstein Variational Inference NeurIPS 2018 A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization ICML 2017 Co-clustering through Optimal Transport ICML 2017 Joint distribution optimal transportation for domain adaptation NeurIPS 2017 Learning from uncertain curves: The 2-Wasserstein metric for Gaussian processes NeurIPS 2017 Multilevel Clustering via Wasserstein Means ICML 2017 Multiscale Strategies for Computing Optimal Transport JMLR 2017 Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration NeurIPS 2017 Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis COLT 2017 Order-Preserving Wasserstein Distance for Sequence Matching CVPR 2017 Parallel Streaming Wasserstein Barycenters NeurIPS 2017 Population Matching Discrepancy and Applications in Deep Learning NeurIPS 2017 Tensor Balancing on Statistical Manifold ICML 2017 Fast Dictionary Learning with a Smoothed Wasserstein Loss AISTATS 2016 Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016 Mapping Estimation for Discrete Optimal Transport NeurIPS 2016 MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions JMLR 2016 Optimal spectral transportation with application to music transcription NeurIPS 2016 Sliced Wasserstein Kernels for Probability Distributions CVPR 2016 Stochastic Optimization for Large-scale Optimal Transport NeurIPS 2016 Supervised Word Mover's Distance NeurIPS 2016