{"total":13,"rows":[{"id":"2211.10575","title":"Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants","created":"2022-11-19","cited_by_count":24,"area":null},{"id":"2505.02874","title":"Uncertainty Quantification for Machine Learning in Healthcare: A Survey","created":"2025-05-04","cited_by_count":14,"area":null},{"id":"2201.05319","title":"A Kernel-Expanded Stochastic Neural Network","created":"2022-01-14","cited_by_count":9,"area":null},{"id":"2110.00653","title":"Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration","created":"2021-10-01","cited_by_count":7,"area":null},{"id":"2110.03260","title":"An Uncertainty-aware Loss Function for Training Neural Networks with Calibrated Predictions","created":"2021-10-07","cited_by_count":6,"area":null},{"id":"2108.05390","title":"Seven challenges for harmonizing explainability requirements","created":"2021-08-11","cited_by_count":4,"area":null},{"id":"2110.11561","title":"Merging Two Cultures: Deep and Statistical Learning","created":"2021-10-22","cited_by_count":4,"area":null},{"id":"2204.07293","title":"Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees","created":"2022-04-15","cited_by_count":4,"area":null},{"id":"2211.04752","title":"Bayesian Neural Networks for Macroeconomic Analysis","created":"2022-11-09","cited_by_count":3,"area":null},{"id":"2310.03243","title":"Sparse Deep Learning for Time Series Data: Theory and Applications","created":"2023-10-05","cited_by_count":3,"area":null},{"id":"2111.11507","title":"Approximate Bayesian Computation via Classification","created":"2021-11-22","cited_by_count":2,"area":null},{"id":"2206.05643","title":"Density Regression and Uncertainty Quantification with Bayesian Deep Noise Neural Networks","created":"2022-06-12","cited_by_count":1,"area":null},{"id":"2508.01217","title":"Uncertainty Quantification for Large-Scale Deep Networks via Post-StoNet Modeling","created":"2025-08-02","cited_by_count":0,"area":null}],"next_cursor":null}