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Optimal Transport

367 directly classified papers

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Papers

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
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
Scalable Thompson Sampling via Optimal Transport AISTATS 2019
Lower Bounds on Adversarial Robustness from Optimal Transport NIPS 2019
Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem NIPS 2019
A Direct tilde{O}(1/epsilon) Iteration Parallel Algorithm for Optimal Transport NIPS 2019
A Fast Proximal Point Method for Computing Exact Wasserstein Distance UAI 2019
Orthogonal Estimation of Wasserstein Distances AISTATS 2019
Learning to Match via Inverse Optimal Transport JMLR 2019
Optimal Transport: Fast Probabilistic Approximation with Exact Solvers JMLR 2019
Adaptive Optimization Framework for Control of Multi-Agent Systems AAAI 2019
A Closed-Form Solution to Universal Style Transfer ICCV 2019
Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem NIPS 2019
Asymptotically Optimal Planning for Non-Myopic Multi-Robot Information Gathering RSS 2019
Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions ICML 2019