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Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

16 July 2015

Papers citing "Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC"

50 / 168 papers shown

Title
Comparing Exploration-Exploitation Strategies of LLMs and Humans: Insights from Standard Multi-armed Bandit Tasks Ziyuan Zhang Darcy Wang Ningyuan Chen Rodrigo Mansur Vahid Sarhangian 164 0 0 15 May 2025
CoCoAFusE: Beyond Mixtures of Experts via Model Fusion Aurelio Raffa Ugolini M. Tanelli Valentina Breschi MoE 84 0 0 02 May 2025
MicroNAS: An Automated Framework for Developing a Fall Detection System Seyed Mojtaba Mohasel John Sheppard Lindsey K. Molina Richard R. Neptune Shane R. Wurdeman Corey A. Pew 56 1 0 10 Apr 2025
Scalable Expectation Estimation with Subtractive Mixture Models Lena Zellinger Nicola Branchini Victor Elvira Antonio Vergari 109 0 0 27 Mar 2025
Understanding the Trade-offs in Accuracy and Uncertainty Quantification: Architecture and Inference Choices in Bayesian Neural Networks Alisa Sheinkman Sara Wade UQCV BDL 125 0 0 14 Mar 2025
Semantics drives analogical change in Germanic strong verb paradigms: a phylogenetic study Alexandru Craevschi Sarah Babinski Chundra Cathcart 80 0 0 24 Feb 2025
SequentialSamplingModels.jl: Simulating and Evaluating Cognitive Models of Response Times in Julia Kianté Fernandez Dominique Makowski Christopher Fisher 46 0 0 10 Nov 2024
CriticAL: Critic Automation with Language Models Michael Y. Li Vivek Vajipey Noah D. Goodman Emily B. Fox 71 0 0 10 Nov 2024
ELBOing Stein: Variational Bayes with Stein Mixture Inference Ola Rønning Eric T. Nalisnick Christophe Ley Padhraic Smyth Thomas Hamelryck BDL 123 1 0 30 Oct 2024
Bayesian shared parameter joint models for heterogeneous populations Sida Chen Danilo Alvares Marco Palma Jessica K. Barrett 81 1 0 29 Oct 2024
pyhgf: A neural network library for predictive coding Nicolas Legrand Lilian A. E. Weber Peter Thestrup Waade Anna Hedvig Møller Daugaard Mojtaba Khodadadi Nace Mikuš C. Mathys AI4CE 62 0 0 11 Oct 2024
Gradient-free variational learning with conditional mixture networks Conor Heins Hao Wu Dimitrije Marković Alexander Tschantz Jeff Beck Christopher L. Buckley BDL 88 3 0 29 Aug 2024
A Bayesian approach for fitting semi-Markov mixture models of cancer latency to individual-level data Raphaël Morsomme Shannon Holloway Marc Ryser Jason Xu 58 0 0 26 Aug 2024
Amortized Bayesian Multilevel Models Daniel Habermann Marvin Schmitt Lars Kühmichel Andreas Bulling Stefan T. Radev Paul-Christian Bürkner 252 4 0 23 Aug 2024
Predictive performance of power posteriors Yann McLatchie Edwin Fong David T. Frazier Jeremias Knoblauch 56 2 0 16 Aug 2024
Formalising Anti-Discrimination Law in Automated Decision Systems Holli Sargeant Måns Magnusson FaML 94 0 0 29 Jun 2024
Bayesian calibration of stochastic agent based model via random forest Connor Robertson Cosmin Safta Nicholson T. Collier J. Ozik Jaideep Ray 70 5 0 27 Jun 2024
Proximal Interacting Particle Langevin Algorithms Paula Cordero Encinar F. R. Crucinio O. Deniz Akyildiz 109 5 0 20 Jun 2024
Review and Prospect of Algebraic Research in Equivalent Framework between Statistical Mechanics and Machine Learning Theory Sumio Watanabe 104 1 0 31 May 2024
The ARR2 prior: flexible predictive prior definition for Bayesian auto-regressions David Kohns Noa Kallioinen Yann McLatchie Aki Vehtari 69 1 0 30 May 2024
Understanding and mitigating difficulties in posterior predictive evaluation Abhinav Agrawal Justin Domke UQCV 74 0 0 30 May 2024
BayesBlend: Easy Model Blending using Pseudo-Bayesian Model Averaging, Stacking and Hierarchical Stacking in Python Nathaniel Haines Conor Goold MoMe 74 1 0 30 Apr 2024
Why not a thin plate spline for spatial models? A comparative study using Bayesian inference J. Cavieres Paula Moraga Cole C. Monnahan 38 0 0 19 Apr 2024
Data-driven subgrouping of patient trajectories with chronic diseases: Evidence from low back pain Christof Naumzik A. Kongsted W. Vach Stefan Feuerriegel CML 45 0 0 16 Apr 2024
Supporting Bayesian modelling workflows with iterative filtering for multiverse analysis Anna Elisabeth Riha Nikolas Siccha Antti Oulasvirta Aki Vehtari 69 0 0 02 Apr 2024
Automated Statistical Model Discovery with Language Models Michael Y. Li Emily B. Fox Noah D. Goodman 86 19 0 27 Feb 2024
Perturbative partial moment matching and gradient-flow adaptive importance sampling transformations for Bayesian leave one out cross-validation Joshua C. Chang Xiangting Li Shixin Xu Hao-Ren Yao Julia Porcino Carson C. Chow 90 0 0 13 Feb 2024
The Impact of Elicitation and Contrasting Narratives on Engagement, Recall and Attitude Change with News Articles Containing Data Visualization Milad Rogha Subham Sah Alireza Karduni Douglas Markant Wenwen Dou 54 4 0 10 Jan 2024
A Representative Study on Human Detection of Artificially Generated Media Across Countries Joel Frank Franziska Herbert Jonas Ricker Lea Schonherr Thorsten Eisenhofer Asja Fischer Markus Dürmuth Thorsten Holz 91 15 0 10 Dec 2023
Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference Philipp Reiser Javier Enrique Aguilar A. Guthke Paul-Christian Bürkner 151 3 0 08 Dec 2023
Bayesian inference of a new Mallows model for characterising symptom sequences applied in primary progressive aphasia B. Taylor Cameron Shand C. Hardy N. Oxtoby 36 0 0 22 Nov 2023
Co-data Learning for Bayesian Additive Regression Trees Jeroen M. Goedhart Thomas Klausch Jurriaan Janssen M. A. van de Wiel 41 1 0 16 Nov 2023
An Embedded Diachronic Sense Change Model with a Case Study from Ancient Greek Schyan Zafar Geoff K. Nicholls 99 1 0 01 Nov 2023
Beyond Bayesian Model Averaging over Paths in Probabilistic Programs with Stochastic Support Tim Reichelt C.-H. Luke Ong Tom Rainforth 59 0 0 23 Oct 2023
Sensitivity-Aware Amortized Bayesian Inference Lasse Elsemüller Hans Olischläger Marvin Schmitt Paul-Christian Bürkner Ullrich Kothe Stefan T. Radev 118 9 0 17 Oct 2023
Efficient estimation and correction of selection-induced bias with order statistics Yann McLatchie Aki Vehtari 59 2 0 07 Sep 2023
Spectral information criterion for automatic elbow detection Luca Martino Roberto San Millán-Castillo E. Morgado 70 9 0 17 Aug 2023
Universal and Automatic Elbow Detection for Learning the Effective Number of Components in Model Selection Problems E. Morgado Luca Martino Roberto San Millán-Castillo 68 11 0 17 Aug 2023
Identifiability and Falsifiability: Two Challenges for Bayesian Model Expansion Collin Cademartori 45 0 0 26 Jul 2023
A Bayesian Programming Approach to Car-following Model Calibration and Validation using Limited Data Franklin Abodo 39 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 86 9 0 20 Jun 2023
Computational methods for fast Bayesian model assessment via calibrated posterior p-values S. Paganin P. de Valpine 36 0 0 08 Jun 2023
Capturing Humans' Mental Models of AI: An Item Response Theory Approach Markelle Kelly Aakriti Kumar Padhraic Smyth M. Steyvers 54 15 0 15 May 2023
Locking and Quacking: Stacking Bayesian model predictions by log-pooling and superposition Yuling Yao L. Carvalho Diego Mesquita Yann McLatchie 41 3 0 12 May 2023
Combining experimental and observational data through a power likelihood Xi Lin J. Tarp R. Evans CML 55 5 0 05 Apr 2023
A Practitioner's Guide to Bayesian Inference in Pharmacometrics using Pumas Mohamed Tarek J. Storópoli Casey B. Davis C. Elrod Julius Krumbiegel Chris Rackauckas V. Ivaturi GP 59 3 0 31 Mar 2023
A Spatially Correlated Competing Risks Time-to-Event Model for Supercomputer GPU Failure Data Jie Min Yili Hong W. Meeker G. Ostrouchov 57 2 0 29 Mar 2023
JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models Stefan T. Radev Marvin Schmitt Valentin Pratz Umberto Picchini Ullrich Kothe Paul-Christian Bürkner BDL 292 32 0 17 Feb 2023
When do data visualizations persuade? The impact of prior attitudes on learning about correlations from scatterplot visualizations D. Markant Milad Rogha Alireza Karduni Ryan Wesslen Wenwen Dou 35 10 0 07 Feb 2023
The Fewer Splits are Better: Deconstructing Readability in Sentence Splitting Tadashi Nomoto 80 3 0 02 Feb 2023