conftrace_

entropic regularization

53 papers

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Co-occurring keywords

optimal transport (948) sinkhorn algorithm (64) wasserstein distance (417) entropy regularization (132) unbalanced optimal transport (18) sinkhorn divergence (19) complexity bound (50) computational complexity (399) wasserstein barycenter (46) linear programming (227)

Papers

Safe and Sparse Newton Method for Entropic-Regularized Optimal Transport NIPS 2024
Progressive Entropic Optimal Transport Solvers NIPS 2024
Understanding Entropic Regularization in GANs JMLR 2024
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification AAAI 2024
Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024
Optimal Transport with Tempered Exponential Measures AAAI 2024
Light Unbalanced Optimal Transport NIPS 2024
Rethinking Initialization of the Sinkhorn Algorithm AISTATS 2023
Unbalanced Low-rank Optimal Transport Solvers NIPS 2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023
An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary AISTATS 2023
Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach. COLT 2023
Importance Sparsification for Sinkhorn Algorithm JMLR 2023
Computational Guarantees for Doubly Entropic Wasserstein Barycenters NIPS 2023
Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) Classification NIPS 2023
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity AISTATS 2022
On Transportation of Mini-batches: A Hierarchical Approach ICML 2022
Entropic Gromov-Wasserstein between Gaussian Distributions ICML 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
Low-rank Optimal Transport: Approximation, Statistics and Debiasing NIPS 2022
On the Complexity of Approximating Multimarginal Optimal Transport JMLR 2022
On the Efficiency of Entropic Regularized Algorithms for Optimal Transport JMLR 2022
Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022