conftrace_

sinkhorn algorithm

64 papers

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Also known as

SINKHORN

Co-occurring keywords

optimal transport (948) entropic regularization (53) entropy regularization (132) wasserstein distance (417) unbalanced optimal transport (18) mirror descent (148) computational complexity (399) convex optimization (1321) neural network (6616) complexity bound (50)

Papers

Differentiable Ranking and Sorting using Optimal Transport NIPS 2019
Screening Sinkhorn Algorithm for Regularized Optimal Transport NIPS 2019
Linear-Complexity Data-Parallel Earth Mover’s Distance Approximations ICML 2019
Sinkhorn AutoEncoders UAI 2019
Wasserstein regularization for sparse multi-task regression AISTATS 2019
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance NIPS 2018
Stochastic algorithms for entropy-regularized optimal transport problems AISTATS 2018
Regularized Optimal Transport and the Rot Mover's Distance JMLR 2018
Smooth and Sparse Optimal Transport AISTATS 2018
Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm ICML 2018
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport NIPS 2018
Stochastic Optimization for Large-scale Optimal Transport NIPS 2016
Fast Computation of Wasserstein Barycenters ICML 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transport NIPS 2013