conftrace_

monte carlo method

126 papers

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Also known as

MCM

Co-occurring keywords

bayesian inference (1907) importance sampling (318) monte carlo sampling (83) variational inference (2069) monte carlo (44) reinforcement learning (4352) stochastic optimization (1060) graphical model (864) variance reduction (523) markov chain monte carlo (725)

Papers

A New Challenge in Policy Evaluation AAAI 2023
Self-Supervised Blind Motion Deblurring With Deep Expectation Maximization CVPR 2023
Gradient-Free Kernel Stein Discrepancy NIPS 2023
Taming graph kernels with random features ICML 2023
Divide-and-Conquer Fusion JMLR 2023
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation ICML 2023
A Randomized Approach to Tight Privacy Accounting NIPS 2023
Optimal randomized multilevel Monte Carlo for repeatedly nested expectations ICML 2023
Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations NIPS 2022
A Computable Definition of the Spectral Bias AAAI 2022
Efficient Non-Parametric Optimizer Search for Diverse Tasks NIPS 2022
Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022
Variational Inference with Locally Enhanced Bounds for Hierarchical Models ICML 2022
Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants NIPS 2022
Super-Fibonacci Spirals: Fast, Low-Discrepancy Sampling of SO(3) CVPR 2022
Inference and Learning with Model Uncertainty in Probabilistic Logic Programs AAAI 2022
Learning the Physics of Particle Transport via Transformers AAAI 2022
Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need? NIPS 2022
Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning ICML 2022
CATVI: Conditional and Adaptively Truncated Variational Inference for Hierarchical Bayesian Nonparametric Models AISTATS 2022
Partial Counterfactual Identification from Observational and Experimental Data ICML 2022
Density Ratio Estimation via Infinitesimal Classification AISTATS 2022
BR-SNIS: Bias Reduced Self-Normalized Importance Sampling NIPS 2022
Recursive Monte Carlo and variational inference with auxiliary variables UAI 2022
A Stein Goodness-of-test for Exponential Random Graph Models AISTATS 2021