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optimal transport

945 papers

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Also known as

OPT MOT OT AOT UOT

Co-occurring keywords

wasserstein distance (417) domain adaptation (4578) sinkhorn algorithm (63) entropic regularization (53) generative model (2889) unsupervised learning (3255) generative adversarial network (1939) wasserstein barycenter (46) representation learning (6174) probability distribution (265)

Papers

Tree Mover's Distance: Bridging Graph Metrics and Stability of Graph Neural Networks NIPS 2022
Supervised Training of Conditional Monge Maps NIPS 2022
Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification NIPS 2022
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NIPS 2022
Aligning individual brains with fused unbalanced Gromov Wasserstein NIPS 2022
KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022
Robust computation of optimal transport by $β$-potential regularization ACML 2022
Watch and Match: Supercharging Imitation with Regularized Optimal Transport CORL 2022
Multi-source domain adaptation via weighted joint distributions optimal transport UAI 2022
Strong Gaussian Approximation for the Sum of Random Vectors COLT 2022
Online Learning to Transport via the Minimal Selection Principle COLT 2022
Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022
Wasserstein GANs with Gradient Penalty Compute Congested Transport COLT 2022
Iterative Alignment Flows AISTATS 2022
Learning Revenue-Maximizing Auctions With Differentiable Matching AISTATS 2022
Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022
Kantorovich Mechanism for Pufferfish Privacy AISTATS 2022
Variational Wasserstein gradient flow ICML 2022
Optimal Transport for Stationary Markov Chains via Policy Iteration JMLR 2022
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022
On the Complexity of Approximating Multimarginal Optimal Transport JMLR 2022
On Regularized Square-root Regression Problems: Distributionally Robust Interpretation and Fast Computations JMLR 2022
Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis AISTATS 2022
Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection WACV 2022
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics AISTATS 2022