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Optimal Transport

367 directly classified papers

Papers per year

Papers

Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery AISTATS 2023
An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary AISTATS 2023
Gaussian Processes on Distributions based on Regularized Optimal Transport AISTATS 2023
Sampling From a Schrödinger Bridge AISTATS 2023
Sliced Optimal Partial Transport CVPR 2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023
Fair learning with Wasserstein barycenters for non-decomposable performance measures AISTATS 2023
OT-Filter: An Optimal Transport Filter for Learning With Noisy Labels CVPR 2023
Rethinking Initialization of the Sinkhorn Algorithm AISTATS 2023
Action Matching: Learning Stochastic Dynamics from Samples ICML 2023
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023
Evaluating and reducing the distance between synthetic and real speech distributions INTERSPEECH 2023
Combining Slow and Fast: Complementary Filtering for Dynamics Learning AAAI 2023
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023
Unbalanced CO-optimal Transport AAAI 2023
Unbalanced Optimal Transport for Unbalanced Word Alignment ACL 2023
Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes ICML 2023
Re-Basin via Implicit Sinkhorn Differentiation CVPR 2023
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment ACL 2023
COT: Unsupervised Domain Adaptation With Clustering and Optimal Transport CVPR 2023
Coupled Variational Autoencoder ICML 2023
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case ICML 2023
Improving word mover’s distance by leveraging self-attention matrix EMNLP 2023
SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition INTERSPEECH 2023
Fair and Optimal Classification via Post-Processing ICML 2023