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Optimal Transport

369 papers

Papers per year

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Papers

OPEL: Optimal Transport Guided ProcedurE Learning NIPS 2024
Distributional Reinforcement Learning with Regularized Wasserstein Loss NIPS 2024
Unscrambling disease progression at scale: fast inference of event permutations with optimal transport NIPS 2024
Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling NIPS 2024
Semidefinite Relaxations of the Gromov-Wasserstein Distance NIPS 2024
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NIPS 2024
Solving Inverse Problems via Diffusion Optimal Control NIPS 2024
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization NIPS 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach NIPS 2024
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation NIPS 2024
Adversarial Schrödinger Bridge Matching NIPS 2024
Your contrastive learning problem is secretly a distribution alignment problem NIPS 2024
Dynamic Conditional Optimal Transport through Simulation-Free Flows NIPS 2024
Light Unbalanced Optimal Transport NIPS 2024
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods AAAI 2024
Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024
Optimal Transport with Tempered Exponential Measures AAAI 2024
Generalized Variational Inference via Optimal Transport AAAI 2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification AAAI 2024
Optimal Transport with Cyclic Symmetry AAAI 2024
Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation AAAI 2024
An Optimal Transport View for Subspace Clustering and Spectral Clustering AAAI 2024
Exploiting Geometry for Treatment Effect Estimation via Optimal Transport AAAI 2024
Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024
Learning Ultrametric Trees for Optimal Transport Regression AAAI 2024