Optimal Transport

Adversarial Schrödinger Bridge Matching NeurIPS 2024 Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NeurIPS 2024 Analysis of Kernel Mirror Prox for Measure Optimization AISTATS 2024 An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024 An Optimal Transport View for Subspace Clustering and Spectral Clustering AAAI 2024 A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem AAAI 2024 Approximate Algorithms for k-Sparse Wasserstein Barycenter with Outliers IJCAI 2024 A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024 Automatic Outlier Rectification via Optimal Transport NeurIPS 2024 Bayesian Adaptive Calibration and Optimal Design NeurIPS 2024 Breaking isometric ties and introducing priors in Gromov-Wasserstein distances AISTATS 2024 Categorical Flow Matching on Statistical Manifolds NeurIPS 2024 Consistent Optimal Transport with Empirical Conditional Measures AISTATS 2024 Distributional Reinforcement Learning with Regularized Wasserstein Loss NeurIPS 2024 Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling NeurIPS 2024 Double-Bounded Optimal Transport for Advanced Clustering and Classification AAAI 2024 Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model ACML 2024 Dynamic Conditional Optimal Transport through Simulation-Free Flows NeurIPS 2024 Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024 Exploiting Geometry for Treatment Effect Estimation via Optimal Transport AAAI 2024 Fairness in Social Influence Maximization via Optimal Transport NeurIPS 2024 Fair Representation Learning with Maximum Mean Discrepancy Distance Constraint (Student Abstract) AAAI 2024 Fast 1-Wasserstein distance approximations using greedy strategies AISTATS 2024 Federated Wasserstein Distance ICLR 2024 Functional optimal transport: regularized map estimation and domain adaptation for functional data JMLR 2024