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Optimal Transport

367 directly classified papers

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Papers

Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow AISTATS 2024
Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward EMNLP 2023
Importance Sparsification for Sinkhorn Algorithm JMLR 2023
Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling JMLR 2023
Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical Learning JMLR 2023
Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators JMLR 2023
The multimarginal optimal transport formulation of adversarial multiclass classification JMLR 2023
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023
Recovery Bounds on Class-Based Optimal Transport: A Sum-of-Norms Regularization Framework ICML 2023
Event Process Typing via Hierarchical Optimal Transport AAAI 2023
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs ICML 2023
TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection AAAI 2023
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case ICML 2023
On Kinetic Optimal Probability Paths for Generative Models ICML 2023
Fair and Optimal Classification via Post-Processing ICML 2023
Linear optimal partial transport embedding ICML 2023
Wasserstein Distributional Learning via Majorization-Minimization AISTATS 2023
Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling JMLR 2023
Scalable Unbalanced Sobolev Transport for Measures on a Graph AISTATS 2023
A Riemannian Exponential Augmented Lagrangian Method for Computing the Projection Robust Wasserstein Distance NIPS 2023
Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery AISTATS 2023
An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary AISTATS 2023
Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes ICML 2023
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment ACL 2023
Gaussian Processes on Distributions based on Regularized Optimal Transport AISTATS 2023