{"total":20,"rows":[{"id":"2105.13283","title":"Deep Ensembles from a Bayesian Perspective","created":"2021-05-27","cited_by_count":27,"area":null},{"id":"2110.14149","title":"Diversity Matters When Learning From Ensembles","created":"2021-10-27","cited_by_count":27,"area":null},{"id":"2108.03782","title":"Pathfinder: Parallel quasi-Newton variational inference","created":"2021-08-09","cited_by_count":26,"area":null},{"id":"2502.07551","title":"Early Stopping Against Label Noise Without Validation Data","created":"2025-02-11","cited_by_count":21,"area":null},{"id":"2209.15031","title":"Automatic Data Augmentation via Invariance-Constrained Learning","created":"2022-09-29","cited_by_count":17,"area":null},{"id":"2205.00756","title":"VICE: Variational Interpretable Concept Embeddings","created":"2022-05-02","cited_by_count":15,"area":null},{"id":"2107.09028","title":"Structured Stochastic Gradient MCMC","created":"2021-07-19","cited_by_count":12,"area":null},{"id":"2107.12972","title":"Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation","created":"2021-07-27","cited_by_count":11,"area":null},{"id":"2211.01602","title":"Optimal Behavior Prior: Data-Efficient Human Models for Improved Human-AI Collaboration","created":"2022-11-03","cited_by_count":8,"area":null},{"id":"2303.00900","title":"Transmission-Guided Bayesian Generative Model for Smoke Segmentation","created":"2023-03-02","cited_by_count":6,"area":null},{"id":"2404.10034","title":"A Realistic Protocol for Evaluation of Weakly Supervised Object Localization","created":"2024-04-15","cited_by_count":5,"area":null},{"id":"2105.09095","title":"Aleatoric uncertainty for Errors-in-Variables models in deep regression","created":"2021-05-19","cited_by_count":4,"area":null},{"id":"2311.10580","title":"Implicit Maximum a Posteriori Filtering via Adaptive Optimization","created":"2023-11-17","cited_by_count":4,"area":null},{"id":"2207.03336","title":"Sampling from Pre-Images to Learn Heuristic Functions for Classical Planning","created":"2022-07-07","cited_by_count":3,"area":null},{"id":"2208.09529","title":"Intersection of Parallels as an Early Stopping Criterion","created":"2022-08-19","cited_by_count":3,"area":null},{"id":"2101.02974","title":"Approaching Neural Network Uncertainty Realism","created":"2021-01-08","cited_by_count":1,"area":null},{"id":"2203.09474","title":"Self-Normalized Density Map (SNDM) for Counting Microbiological Objects","created":"2022-03-15","cited_by_count":1,"area":null},{"id":"2508.11460","title":"Calibrated and uncertain? Evaluating uncertainty estimates in binary classification models","created":"2025-08-15","cited_by_count":1,"area":null},{"id":"2403.02473","title":"When do Convolutional Neural Networks Stop Learning?","created":"2024-03-04","cited_by_count":0,"area":null},{"id":"2505.11006","title":"Is Supervised Learning Really That Different from Unsupervised?","created":"2025-05-16","cited_by_count":0,"area":null}],"next_cursor":null}