wasserstein distance

Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport NeurIPS 2023 Global-Local Regularization Via Distributional Robustness AISTATS 2023 Input uncertainty propagation through trained neural networks ICML 2023 Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics ICML 2023 Large-scale similarity search with Optimal Transport EMNLP 2023 LAVA: Data Valuation without Pre-Specified Learning Algorithms ICLR 2023 Learning via Wasserstein-Based High Probability Generalisation Bounds NeurIPS 2023 Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks ICML 2023 Mode-Seeking Divergences: Theory and Applications to GANs AISTATS 2023 Moments, Random Walks, and Limits for Spectrum Approximation COLT 2023 Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions NeurIPS 2023 Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework ICLR 2023 On amortizing convex conjugates for optimal transport ICLR 2023 On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances ICML 2023 Optimal Transport Model Distributional Robustness NeurIPS 2023 Outlier-Robust Wasserstein DRO NeurIPS 2023 PAC-Bayesian Generalization Bounds for Adversarial Generative Models ICML 2023 Provable Robustness against Wasserstein Distribution Shifts via Input Randomization ICLR 2023 Rethinking Initialization of the Sinkhorn Algorithm AISTATS 2023 Robust Variational Autoencoding with Wasserstein Penalty for Novelty Detection AISTATS 2023 Sample Complexity of Probability Divergences under Group Symmetry ICML 2023 Semi-supervised Learning with Support Isolation by Small-Paced Self-Training AAAI 2023 Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory NeurIPS 2023 Tight Performance Guarantees of Imitator Policies with Continuous Actions AAAI 2023 Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent NeurIPS 2023