Optimal Transport

Kantorovich Mechanism for Pufferfish Privacy AISTATS 2022 Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? NeurIPS 2022 Keyphrase Generation via Soft and Hard Semantic Corrections EMNLP 2022 Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NeurIPS 2022 KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022 Learning Chaotic Dynamics in Dissipative Systems NeurIPS 2022 Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification NeurIPS 2022 Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs ICML 2022 Manifold Interpolating Optimal-Transport Flows for Trajectory Inference NeurIPS 2022 Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection WACV 2022 Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport AISTATS 2022 On the Complexity of Approximating Multimarginal Optimal Transport JMLR 2022 On the Efficiency of Entropic Regularized Algorithms for Optimal Transport JMLR 2022 On Transportation of Mini-batches: A Hierarchical Approach ICML 2022 Optimal Efficiency-Envy Trade-Off via Optimal Transport NeurIPS 2022 Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022 Optimal Tensor Transport AAAI 2022 Optimal Transport for Long-Tailed Recognition with Learnable Cost Matrix ICLR 2022 Optimal transport with f-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022 OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification EMNLP 2022 Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis AISTATS 2022 Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation NeurIPS 2022 Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022 Posistive-Unlabeled Learning via Optimal Transport and Margin Distribution IJCAI 2022 Proximal Optimal Transport Modeling of Population Dynamics AISTATS 2022