conftrace_

adaptive importance sampling

7 papers

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Also known as

AIS

Co-occurring keywords · papers mentioning both

variance reduction (3) importance sampling (2) stochastic optimization (2) student-t regression (1) sampling policy (1) student-t distribution (1) propositional formula (1) model counting (1) random hashing (1) contingency planning (1)

Papers

Contingency Constrained Planning with MPPI within MPPI L4DC 2025 Adaptive importance sampling for heavy-tailed distributions via $α$-divergence minimization AISTATS 2024 A Quadrature Rule combining Control Variates and Adaptive Importance Sampling NeurIPS 2022 Adaptive Hashing for Model Counting UAI 2019 Online Variance Reduction with Mixtures ICML 2019 Asymptotic optimality of adaptive importance sampling NeurIPS 2018 Safe Adaptive Importance Sampling NeurIPS 2017