conftrace_

bayesian model comparison

7 papers

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BMC

Co-occurring keywords

leave-one-out cross-validation (7) markov chain monte carlo (725) posterior approximation (132) model comparison (51) probabilistic framework (44) semantic similarity (910) generative model (2892) simulation-based inference (31) density of state (6) thermodynamic integration (3)

Papers

Meta-Uncertainty in Bayesian Model Comparison AISTATS 2023

Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data AISTATS 2020

Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing EMNLP 2020

Bayesian leave-one-out cross-validation for large data ICML 2019

Model Comparison for Semantic Grouping ICML 2019

Evaluation of marginal likelihoods via the density of states AISTATS 2012

A Bayesian Approach to Concept Drift NIPS 2010