conftrace_

monte carlo integration

16 papers

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Also known as

MCI

Co-occurring keywords

stratified sampling (23) variance reduction (523) importance sampling (318) adaptive sampling (123) sampling allocation (1) finite-time analysis (31) posterior approximation (132) hamiltonian monte carlo (92) adaptive stratified sampling (1) numerical integration (40)

Papers

Pareto Smoothed Importance Sampling JMLR 2024
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation NIPS 2024
Q-functionals for Value-Based Continuous Control AAAI 2023
Trustworthy Monte Carlo NIPS 2022
SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration NIPS 2022
Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks NIPS 2022
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling NIPS 2022
Voronoi Boundary Classification: A High-Dimensional Geometric Approach via Weighted Monte Carlo Integration ICML 2019
Amortized Monte Carlo Integration ICML 2019
On two ways to use determinantal point processes for Monte Carlo integration NIPS 2019
Maximizing acquisition functions for Bayesian optimization NIPS 2018
Beating Monte Carlo Integration: a Nonasymptotic Study of Kernel Smoothing Methods AISTATS 2018
Data-driven Random Fourier Features using Stein Effect IJCAI 2017
Toward Optimal Stratification for Stratified Monte-Carlo Integration ICML 2013
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions NIPS 2012
Finite Time Analysis of Stratified Sampling for Monte Carlo NIPS 2011