conftrace_

bayesian information criterion

14 papers

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Also known as

BIC

Co-occurring keywords

model selection (456) graphical model (864) marginal likelihood (75) score function (52) causal discovery (460) structure learning (341) bayesian inference (1907) causal inference (1630) mallows cp (1) speech activity detection (28)

Papers

Determine the Number of States in Hidden Markov Models via Marginal Likelihood JMLR 2025
LLM-enhanced Score Function Evolution for Causal Structure Learning IJCAI 2025
Filter, Rank, and Prune: Learning Linear Cyclic Gaussian Graphical Models AISTATS 2024
Gibbs-Based Information Criteria and the Over-Parameterized Regime AISTATS 2024
QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs NIPS 2024
Choosing the Number of Topics in LDA Models – A Monte Carlo Comparison of Selection Criteria JMLR 2024
Transfer Learning in Information Criteria-based Feature Selection JMLR 2022
Improving Boundary Estimation in Audiovisual Speech Activity Detection Using Bayesian Information Criterion INTERSPEECH 2016
Investigating Various Diarization Algorithms for Speaker in the Wild (SITW) Speaker Recognition Challenge INTERSPEECH 2016
A Widely Applicable Bayesian Information Criterion JMLR 2013
An Asymptotic Behaviour of the Marginal Likelihood for General Markov Models JMLR 2011
Extended Bayesian Information Criteria for Gaussian Graphical Models NIPS 2010
Posterior Consistency of the Silverman g-prior in Bayesian Model Choice NIPS 2008
Catching Up Faster in Bayesian Model Selection and Model Averaging NIPS 2007