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Papers
Multi-relational Network Autoregression Model with Latent Group Structures
JMLR 2026
Gibbs-Based Information Criteria and the Over-Parameterized Regime
AISTATS 2024
KoPA: Automated Kronecker Product Approximation
JMLR 2022
Information criteria for non-normalized models
JMLR 2021
Uncertainty Based Camera Model Selection
CVPR 2020
Model Comparison for Semantic Grouping
ICML 2019
Mixed Causal Structure Discovery with Application to Prescriptive Pricing
IJCAI 2018
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures
AISTATS 2018
A Consistent Information Criterion for Support Vector Machines in Diverging Model Spaces
JMLR 2016
Combined l1 and Greedy l0 Penalized Least Squares for Linear Model Selection
JMLR 2015
AIC and BIC based approaches for SVM parameter value estimation with RBF kernels
ACML 2012
Weighted Likelihood Policy Search with Model Selection
NeurIPS 2012
Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory
JMLR 2010
An Information Criterion for Variable Selection in Support Vector Machines
JMLR 2008