conftrace_

bayesian posterior sampling

5 papers

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Co-occurring keywords

hamiltonian monte carlo (92) markov chain monte carlo (725) bayesian inference (1907) auxiliary variable methods (1) stochastic differential equation (181) bayesian neural network (201) mini-batch sampling (9) metropolis-adjusted langevin algorithm (10) discretization error (7) robot controller (4)

Papers

On the Computational Complexity of Metropolis-Adjusted Langevin Algorithms for Bayesian Posterior Sampling JMLR 2024

Supervised Pretraining Can Learn In-Context Reinforcement Learning NIPS 2023

Revisiting the Effects of Stochasticity for Hamiltonian Samplers ICML 2022

RoCUS: Robot Controller Understanding via Sampling CORL 2021

Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions NIPS 2013