stein variational gradient descent

Beyond propagation of chaos: A stochastic algorithm for mean field optimization COLT 2025 ELBOing Stein: Variational Bayes with Stein Mixture Inference ICLR 2025 Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent ICLR 2025 Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks AAAI 2025 Long-time asymptotics of noisy SVGD outside the population limit ICLR 2025 Stein Boltzmann Sampling: A Variational Approach for Global Optimization AISTATS 2025 Stein Variational Evolution Strategies UAI 2025 Visual Prompting for One-shot Controllable Video Editing without Inversion CVPR 2025 S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic ICLR 2024 Stein Random Feature Regression UAI 2024 Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting AISTATS 2024 A Finite-Particle Convergence Rate for Stein Variational Gradient Descent NeurIPS 2023 Approximate Bayesian Inference with Stein Functional Variational Gradient Descent ICLR 2023 Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning EMNLP 2023 Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates ICML 2023 Collaborative Score Distillation for Consistent Visual Editing NeurIPS 2023 Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition AISTATS 2023 Learning Rate Free Sampling in Constrained Domains NeurIPS 2023 On the geometry of Stein variational gradient descent JMLR 2023 Particle-based Variational Inference with Preconditioned Functional Gradient Flow ICLR 2023 Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation NeurIPS 2023 Sampling with Mollified Interaction Energy Descent ICLR 2023 Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning ICML 2023 Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent NeurIPS 2023 Accurate Quantization of Measures via Interacting Particle-based Optimization ICML 2022