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particle approximation

6 papers

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Co-occurring keywords · papers mentioning both

variational inference (4) propagation of chao (2) stein variational gradient descent (2) bayesian inference (2) kernel stein discrepancy (1) deterministic sampling (1) particle transport (1) optimization complexity (1) mean-field langevin dynamics (1) regularization coefficient (1)

Papers

Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble ICML 2025 Improved Particle Approximation Error for Mean Field Neural Networks NeurIPS 2024 A Finite-Particle Convergence Rate for Stein Variational Gradient Descent NeurIPS 2023 A Particle-Based Variational Approach to Bayesian Non-negative Matrix Factorization JMLR 2019 Stein Variational Gradient Descent as Gradient Flow NeurIPS 2017 Variational Particle Approximations JMLR 2017