Optimal Transport

Parametric model reduction of mean-field and stochastic systems via higher-order action matching NeurIPS 2024 Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning IJCAI 2024 Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport JMLR 2024 Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent ICML 2024 Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation AAAI 2024 Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach NeurIPS 2024 Proving Linear Mode Connectivity of Neural Networks via Optimal Transport AISTATS 2024 Reflected Schrödinger Bridge for Constrained Generative Modeling UAI 2024 Robust Distribution Learning with Local and Global Adversarial Corruptions (extended abstract) COLT 2024 Sampling in Unit Time with Kernel Fisher-Rao Flow ICML 2024 Semidefinite Relaxations of the Gromov-Wasserstein Distance NeurIPS 2024 Simulation-Free Schrödinger Bridges via Score and Flow Matching AISTATS 2024 Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm AISTATS 2024 Solving Inverse Problems via Diffusion Optimal Control NeurIPS 2024 Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation NeurIPS 2024 Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs NeurIPS 2024 Sparsistency for inverse optimal transport ICLR 2024 Standardized Interpretable Fairness Measures for Continuous Risk Scores ICML 2024 Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence NeurIPS 2024 Stochastic Optimal Control for Diffusion Bridges in Function Spaces NeurIPS 2024 Structured Transforms Across Spaces with Cost-Regularized Optimal Transport AISTATS 2024 Temporal Domain Generalization via Learning Instance-level Evolving Patterns IJCAI 2024 Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation CVPR 2024 Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024 Unscrambling disease progression at scale: fast inference of event permutations with optimal transport NeurIPS 2024