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monte carlo approximation

11 papers

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Co-occurring keywords · papers mentioning both

monte carlo method (3) kernel methods (2) bayesian inference (2) intractable normalizing function (1) exponential random graph model (1) paired-permutation test (1) structured test statistics (1) penalty method (1) approximate matrix multiplication (1) attention complexity (1)

Papers

Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs ICLR 2024 Measuring Sample Quality in Algorithms for Intractable Normalizing Function Problems JMLR 2024 Divide-and-Conquer Fusion JMLR 2023 Isotropic Gaussian Processes on Finite Spaces of Graphs AISTATS 2023 Exact Paired-Permutation Testing for Structured Test Statistics NAACL 2022 Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022 Minimization by Incremental Stochastic Surrogate Optimization for Large Scale Nonconvex Problems ALT 2022 On Probabilistic Generalization of Backdoors in Boolean Satisfiability AAAI 2022 Quadrature-based features for kernel approximation NeurIPS 2018 Learning Additive Exponential Family Graphical Models via ℓ_2,1-norm Regularized M-Estimation NeurIPS 2016 Solving Continuous POMDPs: Value Iteration with Incremental Learning of an Efficient Space Representation ICML 2013