{"total":20,"rows":[{"id":"2402.00809","title":"Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI","created":"2024-02-01","cited_by_count":62,"area":null},{"id":"2202.11678","title":"Bayesian Model Selection, the Marginal Likelihood, and Generalization","created":"2022-02-23","cited_by_count":57,"area":null},{"id":"2402.00396","title":"Efficient Exploration for LLMs","created":"2024-02-01","cited_by_count":45,"area":null},{"id":"2302.09205","title":"Approximate Thompson Sampling via Epistemic Neural Networks","created":"2023-02-18","cited_by_count":31,"area":null},{"id":"2309.16314","title":"A Primer on Bayesian Neural Networks: Review and Debates","created":"2023-09-28","cited_by_count":27,"area":null},{"id":"2203.01303","title":"An Analysis of Ensemble Sampling","created":"2022-03-02","cited_by_count":24,"area":null},{"id":"2211.01568","title":"Fine-Tuning Language Models via Epistemic Neural Networks","created":"2022-11-03","cited_by_count":22,"area":null},{"id":"2302.03319","title":"Leveraging Demonstrations to Improve Online Learning: Quality Matters","created":"2023-02-07","cited_by_count":13,"area":null},{"id":"2306.14834","title":"Scalable Neural Contextual Bandit for Recommender Systems","created":"2023-06-26","cited_by_count":12,"area":null},{"id":"2302.09339","title":"Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization","created":"2023-02-18","cited_by_count":10,"area":null},{"id":"2404.17249","title":"Making Better Use of Unlabelled Data in Bayesian Active Learning","created":"2024-04-26","cited_by_count":10,"area":null},{"id":"2312.15576","title":"Reducing LLM Hallucinations using Epistemic Neural Networks","created":"2023-12-25","cited_by_count":8,"area":null},{"id":"2504.04204","title":"Adaptive Elicitation of Latent Information Using Natural Language","created":"2025-04-05","cited_by_count":7,"area":null},{"id":"2408.02930","title":"The Need for a Big World Simulator: A Scientific Challenge for Continual Learning","created":"2024-08-06","cited_by_count":5,"area":null},{"id":"2503.01215","title":"Architectural and Inferential Inductive Biases For Exchangeable Sequence Modeling","created":"2025-03-03","cited_by_count":2,"area":null},{"id":"2309.14780","title":"Transferring climate change physical knowledge","created":"2023-09-26","cited_by_count":1,"area":null},{"id":"2310.06923","title":"PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification","created":"2023-10-10","cited_by_count":1,"area":null},{"id":"2606.26990","title":"Decision-Aligned Evaluation of Uncertainty Quantification","created":"2026-06-25","cited_by_count":1,"area":null},{"id":"2508.03868","title":"Prediction-Oriented Subsampling from Data Streams","created":"2025-08-05","cited_by_count":0,"area":null},{"id":"2510.25926","title":"Active Learning with Task-Driven Representations for Messy Pools","created":"2025-10-29","cited_by_count":0,"area":null}],"next_cursor":null}