conftrace_

particle optimization

9 papers

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variational inference (4) stein variational gradient descent (3) bayesian inference (3) sampling method (2) wasserstein gradient flow (2) maximum mean discrepancy (2) optimal transport (2) stochastic gradient (2) wasserstein distance (2) wasserstein metric (1)

Papers

Interaction-Force Transport Gradient Flows NeurIPS 2024 Image Based Reconstruction of Liquids From 2D Surface Detections CVPR 2022 SHPOS: A Theoretical Guaranteed Accelerated Particle Optimization Sampling Method IJCAI 2021 Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference EMNLP 2020 Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory AISTATS 2020 Variance Reduction in Stochastic Particle-Optimization Sampling ICML 2020 Bayesian Posterior Approximation via Greedy Particle Optimization AAAI 2019 Function Space Particle Optimization for Bayesian Neural Networks ICLR 2019 Scalable Thompson Sampling via Optimal Transport AISTATS 2019