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Optimal Transport

367 directly classified papers

Papers per year

Papers

Parallel Streaming Wasserstein Barycenters NIPS 2017
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration NIPS 2017
Stochastic Optimization for Large-scale Optimal Transport NIPS 2016
Mapping Estimation for Discrete Optimal Transport NIPS 2016
Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016
Sliced Wasserstein Kernels for Probability Distributions CVPR 2016
Shape Analysis With Hyperbolic Wasserstein Distance CVPR 2016
Learning with a Wasserstein Loss NIPS 2015
Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric NIPS 2015
Constrained convex minimization via model-based excessive gap NIPS 2014
Fast Computation of Wasserstein Barycenters ICML 2014
Computing Diffeomorphic Paths for Large Motion Interpolation CVPR 2013
Data-driven Distributionally Robust Polynomial Optimization NIPS 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transport NIPS 2013
A Novel Earth Mover's Distance Methodology for Image Matching with Gaussian Mixture Models ICCV 2013
Learning Probability Measures with respect to Optimal Transport Metrics NIPS 2012
Information Bottleneck for Gaussian Variables JMLR 2005