conftrace_

integral probability metric

27 papers

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Also known as

IPM

Co-occurring keywords

generative adversarial network (1944) wasserstein distance (417) neural network (6616) generative model (2892) two-sample test (51) kernel methods (1097) pinsker inequality (2) convex duality (8) risk bound (71) generalization bound (652)

Papers

Integral Probability Metrics Meet Neural Networks: The Radon-Kolmogorov-Smirnov Test JMLR 2025
Minimax Nonparametric Two-Sample Test under Adversarial Losses AISTATS 2023
Optimizing DDPM Sampling with Shortcut Fine-Tuning ICML 2023
Unified Perspective on Probability Divergence via the Density-Ratio Likelihood: Bridging KL-Divergence and Integral Probability Metrics AISTATS 2023
STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning ICML 2023
Covariate balancing using the integral probability metric for causal inference ICML 2023
Learning fair representation with a parametric integral probability metric ICML 2022
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022
Integral Probability Metrics PAC-Bayes Bounds NIPS 2022
Non-asymptotic Error Bounds for Bidirectional GANs NIPS 2021
Optimal Bounds between f-Divergences and Integral Probability Metrics JMLR 2021
Separation Results between Fixed-Kernel and Feature-Learning Probability Metrics NIPS 2021
Statistical guarantees for generative models without domination ALT 2021
Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs JMLR 2021
Equitable and Optimal Transport with Multiple Agents AISTATS 2021
Distributional Robustness with IPMs and links to Regularization and GANs NIPS 2020
Reciprocal Adversarial Learning via Characteristic Functions NIPS 2020
Statistical and Topological Properties of Sliced Probability Divergences NIPS 2020
Optimal Bounds between f-Divergences and Integral Probability Metrics ICML 2020
Sobolev Independence Criterion NIPS 2019
Provably Efficient Imitation Learning from Observation Alone ICML 2019
A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019
Sphere Generative Adversarial Network Based on Geometric Moment Matching CVPR 2019
Minimax Estimation of Neural Net Distance NIPS 2018
Fisher GAN NIPS 2017