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optimal transport

945 papers

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Also known as

OPT MOT OT AOT UOT

Co-occurring keywords

wasserstein distance (417) domain adaptation (4578) sinkhorn algorithm (63) entropic regularization (53) generative model (2889) unsupervised learning (3255) generative adversarial network (1939) wasserstein barycenter (46) representation learning (6174) probability distribution (265)

Papers

Mapping Estimation for Discrete Optimal Transport NIPS 2016
Fast Dictionary Learning with a Smoothed Wasserstein Loss AISTATS 2016
Sliced Wasserstein Kernels for Probability Distributions CVPR 2016
Supervised Word Mover's Distance NIPS 2016
Optimal spectral transportation with application to music transcription NIPS 2016
MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions JMLR 2016
Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016
Stochastic Optimization for Large-scale Optimal Transport NIPS 2016
Regressive Virtual Metric Learning NIPS 2015
Transport-Based Single Frame Super Resolution of Very Low Resolution Face Images CVPR 2015
Learning with a Wasserstein Loss NIPS 2015
Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric NIPS 2015
Low-density Parity Constraints for Hashing-Based Discrete Integration ICML 2014
Wasserstein Propagation for Semi-Supervised Learning ICML 2014
Fast Computation of Wasserstein Barycenters ICML 2014
Ground Metric Learning JMLR 2014
Data-driven Distributionally Robust Polynomial Optimization NIPS 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transport NIPS 2013
Learning Probability Measures with respect to Optimal Transport Metrics NIPS 2012
Projection onto A Nonnegative Max-Heap NIPS 2011