conftrace_

adaptive importance sampling

6 papers

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Also known as

AIS

Co-occurring keywords

variance reduction (523) importance sampling (318) stochastic optimization (1060) student-t regression (1) sampling policy (4) student-t distribution (5) propositional formula (10) model counting (46) random hashing (1) oracle strategy (2)

Papers

Adaptive importance sampling for heavy-tailed distributions via $α$-divergence minimization AISTATS 2024

A Quadrature Rule combining Control Variates and Adaptive Importance Sampling NIPS 2022

Adaptive Hashing for Model Counting UAI 2019

Online Variance Reduction with Mixtures ICML 2019

Asymptotic optimality of adaptive importance sampling NIPS 2018

Safe Adaptive Importance Sampling NIPS 2017