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Optimal Transport

369 papers

Papers per year

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Papers

Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification NIPS 2022
Optimal Efficiency-Envy Trade-Off via Optimal Transport NIPS 2022
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances NIPS 2022
Unified Optimal Transport Framework for Universal Domain Adaptation NIPS 2022
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference NIPS 2022
Optimal Tensor Transport AAAI 2022
fGOT: Graph Distances Based on Filters and Optimal Transport AAAI 2022
Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022
An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022
Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport AISTATS 2022
Adversarially Robust Kernel Smoothing AISTATS 2022
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022
Kantorovich Mechanism for Pufferfish Privacy AISTATS 2022
Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022
Proximal Optimal Transport Modeling of Population Dynamics AISTATS 2022
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics AISTATS 2022
Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022
Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis AISTATS 2022
Generating Temporally-ordered Event Sequences via Event Optimal Transport COLING 2022
Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022
KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022
Representing 3D Shapes With Probabilistic Directed Distance Fields CVPR 2022
A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022
Bending Graphs: Hierarchical Shape Matching Using Gated Optimal Transport CVPR 2022