bayesian computation

7 papers

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Co-occurring keywords

bayesian inference (1904) variational inference (2069) markov chain monte carlo (724) reproducing kernel hilbert space (334) nonparametric inference (30) simulation-based inference (31) kernel methods (1096) kernel bayes rule (2) kernel mean embedding (43) posterior approximation (132)

Papers

Sketching in High-Dimensional Regression With Big Data Using Gaussian Scale Mixture Priors JMLR 2025

Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation NIPS 2024

Simulation-Based Stacking AISTATS 2024

Discriminative Calibration: Check Bayesian Computation from Simulations and Flexible Classifier NIPS 2023

Variational Bayes on Monte Carlo Steroids NIPS 2016

Kernel Bayes' Rule: Bayesian Inference with Positive Definite Kernels JMLR 2013

Kernel Bayes' Rule NIPS 2011