{"total":28,"rows":[{"id":"2208.03306","title":"Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models","created":"2022-08-05","cited_by_count":191,"area":null},{"id":"2110.03051","title":"Prior and Posterior Networks: A Survey on Evidential Deep Learning Methods For Uncertainty Estimation","created":"2021-10-06","cited_by_count":71,"area":null},{"id":"2112.02761","title":"BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery","created":"2021-12-06","cited_by_count":68,"area":null},{"id":"2209.08307","title":"A review of predictive uncertainty estimation with machine learning","created":"2022-09-17","cited_by_count":29,"area":null},{"id":"2102.00968","title":"CRPS Learning","created":"2021-02-01","cited_by_count":21,"area":null},{"id":"2202.11782","title":"Prune and Tune Ensembles: Low-Cost Ensemble Learning With Sparse Independent Subnetworks","created":"2022-02-23","cited_by_count":13,"area":null},{"id":"2205.06265","title":"ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training","created":"2022-05-12","cited_by_count":7,"area":null},{"id":"2312.09454","title":"Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review","created":"2023-11-15","cited_by_count":7,"area":null},{"id":"2306.09686","title":"Collapsed Inference for Bayesian Deep Learning","created":"2023-06-16","cited_by_count":6,"area":null},{"id":"2209.04117","title":"clusterBMA: Bayesian model averaging for clustering","created":"2022-09-09","cited_by_count":2,"area":null},{"id":"2311.01596","title":"Local Bayesian Dirichlet mixing of imperfect models","created":"2023-11-02","cited_by_count":2,"area":null},{"id":"2402.07366","title":"Bayesian Deep Learning Via Expectation Maximization and Turbo Deep Approximate Message Passing","created":"2024-02-12","cited_by_count":2,"area":null},{"id":"2102.03690","title":"WiSleep: Inferring Sleep Duration at Scale Using Passive WiFi Sensing","created":"2021-02-07","cited_by_count":1,"area":null},{"id":"2204.11840","title":"Dynamic Ensemble Bayesian Filter for Robust Control of a Human Brain-machine Interface","created":"2022-04-22","cited_by_count":1,"area":null},{"id":"2205.07525","title":"A model aggregation approach for high-dimensional large-scale optimization","created":"2022-05-16","cited_by_count":1,"area":null},{"id":"2311.13827","title":"Stability and L2-penalty in Model Averaging","created":"2023-11-23","cited_by_count":1,"area":null},{"id":"2405.10839","title":"Model orthogonalization and Bayesian forecast mixing via Principal Component Analysis","created":"2024-05-17","cited_by_count":1,"area":null},{"id":"2406.15664","title":"Flat Posterior Does Matter For Bayesian Model Averaging","created":"2024-06-21","cited_by_count":1,"area":null},{"id":"2408.02301","title":"Network Fission Ensembles for Low-Cost Self-Ensembles","created":"2024-08-05","cited_by_count":1,"area":null},{"id":"2605.10328","title":"ANCHOR: Abductive Network Construction with Hierarchical Orchestration for Reliable Probability Inference in Large Language Models","created":"2026-05-11","cited_by_count":1,"area":null},{"id":"2606.03471","title":"A formal definition and meta-model for a machine theory of mind","created":"2026-06-02","cited_by_count":1,"area":null},{"id":"2105.05395","title":"Bayesian Model Averaging for Data Driven Decision Making when Causality is Partially Known","created":"2021-05-12","cited_by_count":0,"area":null},{"id":"2206.05391","title":"Feature Selection using e-values","created":"2022-06-11","cited_by_count":0,"area":null},{"id":"2302.05832","title":"Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution","created":"2023-02-12","cited_by_count":0,"area":null},{"id":"2306.05965","title":"Automating Model Comparison in Factor Graphs","created":"2023-06-09","cited_by_count":0,"area":null},{"id":"2511.16164","title":"Achieving Skilled and Reliable Daily Probabilistic Forecasts of Wind Power at Subseasonal-to-Seasonal Timescales over France","created":"2025-11-20","cited_by_count":0,"area":null},{"id":"2604.10854","title":"Uncertainty-Aware Sparse Identification of Dynamical Systems via Bayesian Model Averaging","created":"2026-04-12","cited_by_count":0,"area":null},{"id":"2607.15511","title":"An Auto-Scaling Approach for Serverless Environments Based on a Multi-Expert Consensus Mechanism","created":"2026-07-16","cited_by_count":0,"area":null}],"next_cursor":null}