wasserstein distance

Unscented Autoencoder ICML 2023 Vector Quantized Wasserstein Auto-Encoder ICML 2023 Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control AAAI 2023 Wasserstein Distributional Learning via Majorization-Minimization AISTATS 2023 Wasserstein Distributionally Robust Linear-Quadratic Estimation under Martingale Constraints AISTATS 2023 Wasserstein distributional robustness of neural networks NeurIPS 2023 Wasserstein Expansible Variational Autoencoder for Discriminative and Generative Continual Learning ICCV 2023 Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies NeurIPS 2023 Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees AAAI 2023 A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning AISTATS 2022 Adversarially Robust Kernel Smoothing AISTATS 2022 All You Need is a Good Functional Prior for Bayesian Deep Learning JMLR 2022 An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022 An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022 A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing IJCAI 2022 AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE ACML 2022 Asymptotics of smoothed Wasserstein distances in the small noise regime NeurIPS 2022 A theory of weight distribution-constrained learning NeurIPS 2022 A Unified Wasserstein Distributional Robustness Framework for Adversarial Training ICLR 2022 A Wasserstein Distance Approach for Concentration of Empirical Risk Estimates JMLR 2022 Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits NeurIPS 2022 Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets JMLR 2022 Centroid Approximation for Bootstrap: Improving Particle Quality at Inference ICML 2022 Certified Adversarial Robustness Under the Bounded Support Set ICML 2022 Chained generalisation bounds COLT 2022