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quasi-monte carlo

17 papers

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Also known as

QMC

Co-occurring keywords

low-discrepancy sequence (4) kernel methods (1097) integration error (5) markov chain monte carlo (725) kernel approximation (100) shift-invariant kernel (6) feature map (94) maximum mean discrepancy (164) monte carlo sampling (83) variance reduction (523)

Papers

Kernel Thinning JMLR 2024
Quasi-Monte Carlo Graph Random Features NIPS 2023
Langevin Quasi-Monte Carlo NIPS 2023
Fast Rank-1 Lattice Targeted Sampling for Black-box Optimization NIPS 2023
Policy Learning and Evaluation with Randomized Quasi-Monte Carlo AISTATS 2022
Sampling Permutations for Shapley Value Estimation JMLR 2022
Non-Probability Sampling Network for Stochastic Human Trajectory Prediction CVPR 2022
Quasi-Monte Carlo Quasi-Newton in Variational Bayes JMLR 2021
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types ACML 2021
Kernel Thinning COLT 2021
Subgroup-based Rank-1 Lattice Quasi-Monte Carlo NIPS 2020
Efficient Rollout Strategies for Bayesian Optimization UAI 2020
Effectively Unbiased FID and Inception Score and Where to Find Them CVPR 2020
Quasi-Monte Carlo Variational Inference ICML 2018
Data-driven Random Fourier Features using Stein Effect IJCAI 2017
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels JMLR 2016
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels ICML 2014