{"total":17,"rows":[{"id":"2104.02395","title":"Ensemble deep learning: A review","created":"2021-04-06","cited_by_count":284,"area":null},{"id":"2301.03962","title":"A Unified Theory of Diversity in Ensemble Learning","created":"2023-01-10","cited_by_count":71,"area":null},{"id":"2310.01542","title":"Fusing Models with Complementary Expertise","created":"2023-10-02","cited_by_count":46,"area":null},{"id":"2110.13786","title":"Diversity and Generalization in Neural Network Ensembles","created":"2021-10-26","cited_by_count":32,"area":null},{"id":"2301.11323","title":"Joint Training of Deep Ensembles Fails Due to Learner Collusion","created":"2023-01-26","cited_by_count":23,"area":null},{"id":"2302.00704","title":"Pathologies of Predictive Diversity in Deep Ensembles","created":"2023-02-01","cited_by_count":16,"area":null},{"id":"2310.14814","title":"Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias","created":"2023-10-23","cited_by_count":7,"area":null},{"id":"2106.14008","title":"Semi-Supervised Deep Ensembles for Blind Image Quality Assessment","created":"2021-06-26","cited_by_count":6,"area":null},{"id":"2206.10566","title":"Ensembling over Classifiers: a Bias-Variance Perspective","created":"2022-06-21","cited_by_count":6,"area":null},{"id":"2111.04409","title":"There is no Double-Descent in Random Forests","created":"2021-11-08","cited_by_count":4,"area":null},{"id":"2110.10075","title":"Improving the Accuracy-Memory Trade-Off of Random Forests Via Leaf-Refinement","created":"2021-10-19","cited_by_count":3,"area":null},{"id":"2209.00439","title":"Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis","created":"2022-09-01","cited_by_count":3,"area":null},{"id":"2303.09283","title":"Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity","created":"2023-03-15","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":"2510.18781","title":"Decoupled Complementary Spectral-Spatial Learning for Background Representation Enhancement in Hyperspectral Anomaly Detection","created":"2025-10-21","cited_by_count":0,"area":null},{"id":"2608.28948","title":"From the Loss Landscape to Diverse Feature Learning in Neural Networks","created":"2026-08-28","cited_by_count":0,"area":null},{"id":"2609.24782","title":"Virtual neural networks: hundreds of souls in a body","created":"2026-09-21","cited_by_count":0,"area":null}],"next_cursor":null}