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wasserstein distance

417 papers

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Also known as

W WASSERSTEIN WD

Co-occurring keywords

optimal transport (945) generative adversarial network (1939) distributionally robust optimization (183) generative model (2889) domain adaptation (4578) generalization bound (649) image generation (2069) markov chain monte carlo (724) neural network (6616) variational inference (2069)

Papers

Asymptotic Guarantees for Generative Modeling Based on the Smooth Wasserstein Distance NIPS 2020
Fast Epigraphical Projection-based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine NIPS 2020
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NIPS 2020
Learning Student Networks with Few Data AAAI 2020
Debiased Sinkhorn barycenters ICML 2020
Double-Loop Unadjusted Langevin Algorithm ICML 2020
Lipschitz Continuous Autoencoders in Application to Anomaly Detection AISTATS 2020
Multi-Source Distilling Domain Adaptation AAAI 2020
Distributional Robustness with IPMs and links to Regularization and GANs NIPS 2020
A Universal Approximation Theorem of Deep Neural Networks for Expressing Probability Distributions NIPS 2020
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold AAAI 2020
Gaussian-Smoothed Optimal Transport: Metric Structure and Statistical Efficiency AISTATS 2020
Private k-Means Clustering with Stability Assumptions AISTATS 2020
Generating Realistic Stock Market Order Streams AAAI 2020
Cramer-Wold Auto-Encoder JMLR 2020
Statistical and Topological Properties of Sliced Probability Divergences NIPS 2020
AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection NIPS 2020
Robust Federated Learning: The Case of Affine Distribution Shifts NIPS 2020
Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality NIPS 2020
Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks AISTATS 2020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NIPS 2020
Multiparameter Persistence Landscapes JMLR 2020
Quantile Propagation for Wasserstein-Approximate Gaussian Processes NIPS 2020
Deep Diffusion-Invariant Wasserstein Distributional Classification NIPS 2020
Faster Wasserstein Distance Estimation with the Sinkhorn Divergence NIPS 2020