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

SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning NIPS 2022
Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022
Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport AISTATS 2022
Robust computation of optimal transport by $β$-potential regularization ACML 2022
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity ICML 2022
Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022
On the Complexity of Approximating Multimarginal Optimal Transport JMLR 2022
Learning Revenue-Maximizing Auctions With Differentiable Matching AISTATS 2022
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition NIPS 2022
Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022
Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NIPS 2022
On Robust Optimal Transport: Computational Complexity and Barycenter Computation NIPS 2021
Low-Rank Sinkhorn Factorization ICML 2021
Computationally Efficient Wasserstein Loss for Structured Labels EACL 2021
POT: Python Optimal Transport JMLR 2021
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport ACL 2020
RPM-Net: Robust Point Matching Using Learned Features CVPR 2020
Debiased Sinkhorn barycenters ICML 2020
Regularized Optimal Transport is Ground Cost Adversarial ICML 2020
On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm ICML 2020
Online Sinkhorn: Optimal Transport distances from sample streams NIPS 2020
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NIPS 2020
COT-GAN: Generating Sequential Data via Causal Optimal Transport NIPS 2020
On Efficient Optimal Transport: An Analysis of Greedy and Accelerated Mirror Descent Algorithms ICML 2019