conftrace_

posterior mean

5 papers

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Co-occurring keywords

bayesian inference (1907) variational inference (2069) finite-data guarantee (1) preconditioned fisher divergence (1) finite sample bound (12) integral operator (6) divergence bound (1) bayesian central limit theorem (1) exploitation exploration trade-off (1) credible region (1)

Papers

How good is your Laplace approximation of the Bayesian posterior? Finite-sample computable error bounds for a variety of useful divergences JMLR 2025
Trading Off Quality and Uncertainty Through Multi-Objective Optimisation in Batch Bayesian Optimisation AAAI 2025
A Data-Adaptive RKHS Prior for Bayesian Learning of Kernels in Operators JMLR 2024
Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees AISTATS 2019
An Instability in Variational Inference for Topic Models ICML 2019