wasserstein metric

Global Fréchet Manifold Learning for Random Objects, With Application to Low-Dimensional Wasserstein Representations of Distributional Data JMLR 2026 A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models ICML 2025 Conditional Diffusion Models are Minimax-Optimal and Manifold-Adaptive for Conditional Distribution Estimation ICLR 2025 Dataset Distillation via the Wasserstein Metric ICCV 2025 Efficient and Robust Neural Combinatorial Optimization via Wasserstein-Based Coresets ICLR 2025 Towards a mathematical theory for consistency training in diffusion models AISTATS 2025 Two-Timescale Linear Stochastic Approximation: Constant Stepsizes Go a Long Way AISTATS 2025 Bures-Wasserstein Means of Graphs AISTATS 2024 Interaction-Force Transport Gradient Flows NeurIPS 2024 Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling JMLR 2024 Structured Transforms Across Spaces with Cost-Regularized Optimal Transport AISTATS 2024 Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent NeurIPS 2023 Efficient Discrete Multi Marginal Optimal Transport Regularization ICLR 2023 Wasserstein Quantum Monte Carlo: A Novel Approach for Solving the Quantum Many-Body Schrödinger Equation NeurIPS 2023 Beyond black box densities: Parameter learning for the deviated components NeurIPS 2022 Conditional Loss and Deep Euler Scheme for Time Series Generation AAAI 2022 Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime ICML 2022 Distributional Reinforcement Learning with Monotonic Splines ICLR 2022 Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric JMLR 2022 Rate of Convergence of Polynomial Networks to Gaussian Processes COLT 2022 Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022 Wasserstein K-means for clustering probability distributions NeurIPS 2022 Moreau-Yosida f-divergences ICML 2021 Multi-Proxy Wasserstein Classifier for Image Classification AAAI 2021 Projection Robust Wasserstein Barycenters ICML 2021