Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory

14 April 2010

Papers citing "Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory"

50 / 138 papers shown

Title
HiBayES: A Hierarchical Bayesian Modeling Framework for AI Evaluation Statistics Lennart Luettgau Harry Coppock Magda Dubois Christopher Summerfield Cozmin Ududec 26 0 0 08 May 2025
The Architecture and Evaluation of Bayesian Neural Networks Alisa Sheinkman Sara Wade UQCV BDL 67 0 0 14 Mar 2025
Parameter Symmetry Breaking and Restoration Determines the Hierarchical Learning in AI Systems Liu Ziyin Yizhou Xu T. Poggio Isaac Chuang 48 4 0 07 Feb 2025
Temperature Optimization for Bayesian Deep Learning Kenyon Ng Chris van der Heide Liam Hodgkinson Susan Wei BDL 33 0 0 08 Oct 2024
Remove Symmetries to Control Model Expressivity and Improve Optimization Liu Ziyin Yizhou Xu Isaac Chuang AAML 38 1 0 28 Aug 2024
Algebraic Representations for Faster Predictions in Convolutional Neural Networks Johnny Joyce Jan Verschelde AI4CE 19 0 0 14 Aug 2024
Review and Prospect of Algebraic Research in Equivalent Framework between Statistical Mechanics and Machine Learning Theory Sumio Watanabe 30 1 0 31 May 2024
Process-based Inference for Spatial Energetics Using Bayesian Predictive Stacking Tomoya Wakayama Sudipto Banerjee 19 1 0 16 May 2024
Upper Bound of Bayesian Generalization Error in Partial Concept Bottleneck Model (CBM): Partial CBM outperforms naive CBM Naoki Hayashi Yoshihide Sawada 25 0 0 14 Mar 2024
Learning under Singularity: An Information Criterion improving WBIC and sBIC Lirui Liu Joe Suzuki 19 0 0 20 Feb 2024
Gradient-flow adaptive importance sampling for Bayesian leave one out cross-validation for sigmoidal classification models Joshua C. Chang Xiangting Li Shixin Xu Hao-Ren Yao Julia Porcino Carson C. Chow 13 0 0 13 Feb 2024
A Spatial-statistical model to analyse historical rutting data Natoya O.A.S. Jourdain I. Steinsland Mamoona Birkhez-Shami Emil Vedvik William Olsen D. Gryteselv Doreen Siebert Alex Klein-Paste 24 0 0 08 Jan 2024
Bayesian Model Selection via Mean-Field Variational Approximation Yangfan Zhang Yun Yang 15 4 0 17 Dec 2023
Automatic cross-validation in structured models: Is it time to leave out leave-one-out? A. Adin E. Krainski A. Lenzi Z. Liu J. Martínez-Minaya H. Rue 11 18 0 28 Nov 2023
An Embedded Diachronic Sense Change Model with a Case Study from Ancient Greek Schyan Zafar Geoff K. Nicholls 19 1 0 01 Nov 2023
Bayesian Regression Markets Thomas Falconer J. Kazempour Pierre Pinson 9 3 0 23 Oct 2023
Efficient estimation and correction of selection-induced bias with order statistics Yann McLatchie Aki Vehtari 11 2 0 07 Sep 2023
Income, education, and other poverty-related variables: a journey through Bayesian hierarchical models Irving Gómez-Méndez Chainarong Amornbunchornvej 11 3 0 31 Aug 2023
A flexible Bayesian tool for CoDa mixed models: logistic-normal distribution with Dirichlet covariance Joaquín Martínez-Minaya Haavard Rue 17 4 0 26 Aug 2023
Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery Pongpisit Thanasutives Takashi Morita M. Numao Ken-ichi Fukui 17 2 0 20 Aug 2023
Adaptive MCMC for Bayesian variable selection in generalised linear models and survival models Xitong Liang Samuel Livingstone Jim Griffin 13 5 0 01 Aug 2023
Identifiability and Falsifiability: Two Challenges for Bayesian Model Expansion Collin Cademartori 16 0 0 26 Jul 2023
A Bayesian Programming Approach to Car-following Model Calibration and Validation using Limited Data Franklin Abodo 9 0 0 19 Jul 2023
Intersectionality in Conversational AI Safety: How Bayesian Multilevel Models Help Understand Diverse Perceptions of Safety Christopher Homan Greg Serapio-García Lora Aroyo Mark Díaz Alicia Parrish Vinodkumar Prabhakaran Alex S. Taylor Ding Wang 17 9 0 20 Jun 2023
Anomaly Detection with Variance Stabilized Density Estimation Amit Rozner Barak Battash Henry Li Lior Wolf Ofir Lindenbaum 14 1 0 01 Jun 2023
Combining experimental and observational data through a power likelihood Xi Lin J. Tarp R. Evans CML 14 4 0 05 Apr 2023
A scalable approach for short-term disease forecasting in high spatial resolution areal data E. Orozco-Acosta Andrea Riebler A. Adin M. D. Ugarte 11 1 0 29 Mar 2023
Bayesian Free Energy of Deep ReLU Neural Network in Overparametrized Cases Shuya Nagayasu Sumio Watanabe BDL 22 2 0 28 Mar 2023
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices Jingyi Xu Tushar Vaidya Y. Blankenship Saket Chandra Zhangsheng Lai Kai Fong Ernest Chong 41 8 0 21 Mar 2023
Bayesian Generalization Error in Linear Neural Networks with Concept Bottleneck Structure and Multitask Formulation Naoki Hayashi Yoshihide Sawada UQCV BDL 14 1 0 16 Mar 2023
Bayesian CART models for insurance claims frequency Yaojun Zhang L. Ji Georgios Aivaliotis Charles Taylor 9 4 0 03 Mar 2023
The Fewer Splits are Better: Deconstructing Readability in Sentence Splitting Tadashi Nomoto 23 3 0 02 Feb 2023
Fast Bayesian inference for spatial mean-parameterized Conway-Maxwell-Poisson models Bokgyeong Kang John Hughes M. Haran 11 1 0 27 Jan 2023
Empirical Bayes factors for common hypothesis tests F. Dudbridge 13 0 0 26 Jan 2023
How to select an objective function using information theory T. Hodson T. Over T. Smith Lucy M. Marshall 14 1 0 10 Dec 2022
Recent Advances in Algebraic Geometry and Bayesian Statistics Sumio Watanabe 19 1 0 18 Nov 2022
High-dimensional order-free multivariate spatial disease mapping Gonzalo Vicente A. Adin T. Goicoa M. D. Ugarte 15 6 0 26 Oct 2022
Leave-group-out cross-validation for latent Gaussian models Zhedong Liu Haavard Rue 11 14 0 10 Oct 2022
Robust leave-one-out cross-validation for high-dimensional Bayesian models Luca Silva Giacomo Zanella 22 7 0 19 Sep 2022
A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets Jacques Wainer 11 10 0 09 Aug 2022
Nonseparable Space-Time Stationary Covariance Functions on Networks cross Time Emilio Porcu P. White M. Genton 13 2 0 05 Aug 2022
A Bayesian hierarchical framework for emulating a complex crop yield simulator M. M. Hasan J. Cumming 17 0 0 26 Jul 2022
Assessing inter-rater reliability with heterogeneous variance components models: Flexible approach accounting for contextual variables Patrícia Martinková František Bartoš M. Brabec 11 8 0 05 Jul 2022
On the Influence of Enforcing Model Identifiability on Learning dynamics of Gaussian Mixture Models P. Esser Frank Nielsen 14 0 0 17 Jun 2022
Mathematical Theory of Bayesian Statistics for Unknown Information Source Sumio Watanabe 20 8 0 11 Jun 2022
Bayesian Discrete Conditional Transformation Models Manuel Carlan Thomas Kneib 9 2 0 17 May 2022
The role of alcohol outlet visits derived from mobile phone location data in enhancing domestic violence prediction at the neighborhood level Ting Chang Yingjie Hu Dan Taylor B. Quigley 9 18 0 26 Feb 2022
Bayesian Model Selection, the Marginal Likelihood, and Generalization Sanae Lotfi Pavel Izmailov Gregory W. Benton Micah Goldblum A. Wilson UQCV BDL 50 56 0 23 Feb 2022
Bayesian Nonlinear Models for Repeated Measurement Data: An Overview, Implementation, and Applications Se Yoon Lee 15 17 0 28 Jan 2022
Big problems in spatio-temporal disease mapping: methods and software E. Orozco-Acosta A. Adin M. D. Ugarte 14 12 0 20 Jan 2022