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Optimal Transport

369 papers

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Papers

Max-value Entropy Search for Multi-Objective Bayesian Optimization NIPS 2019
Hierarchical Optimal Transport for Document Representation NIPS 2019
Screening Sinkhorn Algorithm for Regularized Optimal Transport NIPS 2019
A Graph Theoretic Additive Approximation of Optimal Transport NIPS 2019
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NIPS 2019
Sliced Gromov-Wasserstein NIPS 2019
Multi-marginal Wasserstein GAN NIPS 2019
On Sample Complexity Upper and Lower Bounds for Exact Ranking from Noisy Comparisons NIPS 2019
Alleviating Label Switching with Optimal Transport NIPS 2019
Differentiable Ranking and Sorting using Optimal Transport NIPS 2019
Hierarchical Optimal Transport for Multimodal Distribution Alignment NIPS 2019
Generalized Sliced Wasserstein Distances NIPS 2019
Massively scalable Sinkhorn distances via the Nyström method NIPS 2019
Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections NIPS 2019
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses NIPS 2019
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds AAAI 2019
Adaptive Optimization Framework for Control of Multi-Agent Systems AAAI 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019
Scalable Thompson Sampling via Optimal Transport AISTATS 2019
Orthogonal Estimation of Wasserstein Distances AISTATS 2019
Learning With Batch-Wise Optimal Transport Loss for 3D Shape Recognition CVPR 2019
Sliced Wasserstein Generative Models CVPR 2019
Style Transfer by Relaxed Optimal Transport and Self-Similarity CVPR 2019
A Closed-Form Solution to Universal Style Transfer ICCV 2019
Order-Preserving Wasserstein Discriminant Analysis ICCV 2019