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

Designing Algorithms for Entropic Optimal Transport from an Optimisation Perspective ALT 2026
Learning conditional distributions on continuous spaces JMLR 2025
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods AAAI 2024
Adaptive Softassign via Hadamard-Equipped Sinkhorn CVPR 2024
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024
Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm AISTATS 2024
Optimal Transport with Tempered Exponential Measures AAAI 2024
Efficient Sketches for Training Data Attribution and Studying the Loss Landscape NIPS 2024
Safe and Sparse Newton Method for Entropic-Regularized Optimal Transport NIPS 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking NIPS 2024
Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently NIPS 2024
On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error JMLR 2023
Unsupervised Deep Probabilistic Approach for Partial Point Cloud Registration CVPR 2023
Rethinking Initialization of the Sinkhorn Algorithm AISTATS 2023
LinSATNet: The Positive Linear Satisfiability Neural Networks ICML 2023
Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach. COLT 2023
Importance Sparsification for Sinkhorn Algorithm JMLR 2023
Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023
Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes ICML 2023
Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction IJCAI 2023
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity AISTATS 2022
Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022
On the Efficiency of Entropic Regularized Algorithms for Optimal Transport JMLR 2022
Robust computation of optimal transport by $β$-potential regularization ACML 2022