{"total":13,"rows":[{"id":"2309.16314","title":"A Primer on Bayesian Neural Networks: Review and Debates","created":"2023-09-28","cited_by_count":27,"area":null},{"id":"2402.01338","title":"Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks","created":"2024-02-02","cited_by_count":4,"area":null},{"id":"2206.11173","title":"Cold Posteriors through PAC-Bayes","created":"2022-06-22","cited_by_count":3,"area":null},{"id":"2309.05292","title":"The fine print on tempered posteriors","created":"2023-09-11","cited_by_count":3,"area":null},{"id":"2310.01189","title":"If there is no underfitting, there is no Cold Posterior Effect","created":"2023-10-02","cited_by_count":2,"area":null},{"id":"2406.01494","title":"Robust Classification by Coupling Data Mollification with Label Smoothing","created":"2024-06-03","cited_by_count":2,"area":null},{"id":"2410.05757","title":"Temperature Optimization for Bayesian Deep Learning","created":"2024-10-08","cited_by_count":1,"area":null},{"id":"2505.21813","title":"Optimizing Data Augmentation through Bayesian Model Selection","created":"2025-05-27","cited_by_count":1,"area":null},{"id":"2512.02823","title":"Tempering the Bayes Filter towards Improved Model-Based Estimation","created":"2025-12-02","cited_by_count":1,"area":null},{"id":"2605.21765","title":"Position: The Time for Sampling Is Now! Charting a New Course for Bayesian Deep Learning","created":"2026-05-20","cited_by_count":1,"area":null},{"id":"2609.08133","title":"Sparse Data Augmentation for Optimization with Provable Guarantees","created":"2026-09-08","cited_by_count":1,"area":null},{"id":"2406.05469","title":"On Uniform, Bayesian, and PAC-Bayesian Deep Ensembles","created":"2024-06-08","cited_by_count":0,"area":null},{"id":"2606.25745","title":"Gaussian Mean Field Variational Inference can Overestimate Predictive Variance","created":"2026-06-24","cited_by_count":0,"area":null}],"next_cursor":null}