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Optimal Transport

367 directly classified papers

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Papers

Fair regression with Wasserstein barycenters NIPS 2020
Regularized Wasserstein Means for Aligning Distributional Data AAAI 2020
Gromov-Wasserstein Factorization Models for Graph Clustering AAAI 2020
Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning AAAI 2020
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport ACL 2020
Synchronizing Probability Measures on Rotations via Optimal Transport CVPR 2020
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm NIPS 2020
COT-GAN: Generating Sequential Data via Causal Optimal Transport NIPS 2020
Projection Robust Wasserstein Distance and Riemannian Optimization NIPS 2020
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization NIPS 2020
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NIPS 2020
The Wasserstein Proximal Gradient Algorithm NIPS 2020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NIPS 2020
Linear Time Sinkhorn Divergences using Positive Features NIPS 2020
Statistical Optimal Transport posed as Learning Kernel Embedding NIPS 2020
A mathematical theory of cooperative communication NIPS 2020
Continuous Regularized Wasserstein Barycenters NIPS 2020
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NIPS 2020
Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching NIPS 2019
Order-Preserving Wasserstein Discriminant Analysis ICCV 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019
Multi-marginal Wasserstein GAN NIPS 2019
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds AAAI 2019
Max-value Entropy Search for Multi-Objective Bayesian Optimization NIPS 2019
Hierarchical Optimal Transport for Document Representation NIPS 2019