conftrace_

proposal distribution

6 papers

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Co-occurring keywords

sequential monte carlo (90) markov chain monte carlo (725) neural network (6616) adaptive sampling (123) bayesian inference (1907) newton series expansion (1) locally-balanced proposal (2) inference network (15) metropolis-adjusted langevin (3) neural transducer (40)

Papers

Efficient Informed Proposals for Discrete Distributions via Newton’s Series Approximation AISTATS 2023
Sample Adaptive MCMC NIPS 2019
Gradient-based Adaptive Markov Chain Monte Carlo NIPS 2019
Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018
Inference Networks for Sequential Monte Carlo in Graphical Models ICML 2016
Neural Adaptive Sequential Monte Carlo NIPS 2015