{"total":25,"rows":[{"id":"2109.01903","title":"Robust fine-tuning of zero-shot models","created":"2021-09-04","cited_by_count":797,"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":"2111.01968","title":"A Survey on Epistemic (Model) Uncertainty in Supervised Learning: Recent Advances and Applications","created":"2021-11-03","cited_by_count":24,"area":null},{"id":"2111.13011","title":"Transferability Metrics for Selecting Source Model Ensembles","created":"2021-11-25","cited_by_count":24,"area":null},{"id":"2205.14594","title":"Revisiting the Importance of Amplifying Bias for Debiasing","created":"2022-05-29","cited_by_count":19,"area":null},{"id":"2212.04593","title":"Towards Understanding Fairness and its Composition in Ensemble Machine Learning","created":"2022-12-08","cited_by_count":17,"area":null},{"id":"2211.07725","title":"Hierarchically Structured Task-Agnostic Continual Learning","created":"2022-11-14","cited_by_count":9,"area":null},{"id":"2110.12667","title":"Mixture-of-Variational-Experts for Continual Learning","created":"2021-10-25","cited_by_count":8,"area":null},{"id":"2506.05736","title":"Generalized Incremental Learning under Concept Drift across Evolving Data Streams","created":"2025-06-06","cited_by_count":7,"area":null},{"id":"2302.03255","title":"DivBO: Diversity-aware CASH for Ensemble Learning","created":"2023-02-07","cited_by_count":6,"area":null},{"id":"2211.11460","title":"Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training","created":"2022-11-21","cited_by_count":5,"area":null},{"id":"2404.07514","title":"Generalization Gap in Data Augmentation: Insights from Illumination","created":"2024-04-11","cited_by_count":4,"area":null},{"id":"2302.04046","title":"Rover: An online Spark SQL tuning service via generalized transfer learning","created":"2023-02-08","cited_by_count":3,"area":null},{"id":"2601.12355","title":"Tree-Structured Synergy of Large Language Models and Bayesian Optimization for Efficient CASH","created":"2026-01-18","cited_by_count":2,"area":null},{"id":"2212.07070","title":"Deep Negative Correlation Classification","created":"2022-12-14","cited_by_count":1,"area":null},{"id":"2104.02317","title":"A hybrid ensemble method with negative correlation learning for regression","created":"2021-04-06","cited_by_count":0,"area":null},{"id":"2109.09612","title":"Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks","created":"2021-09-20","cited_by_count":0,"area":null},{"id":"2310.08792","title":"Incentive Mechanism Design for Distributed Ensemble Learning","created":"2023-10-13","cited_by_count":0,"area":null},{"id":"2402.02124","title":"Grammar-based evolutionary approach for automated workflow composition with domain-specific operators and ensemble diversity","created":"2024-02-03","cited_by_count":0,"area":null},{"id":"2403.12606","title":"On the Effectiveness of Heterogeneous Ensemble Methods for Re-identification","created":"2024-03-19","cited_by_count":0,"area":null},{"id":"2409.18633","title":"Reducing Diversity to Generate Hierarchical Archetypes","created":"2024-09-27","cited_by_count":0,"area":null},{"id":"2508.16860","title":"TriagerX: Dual Transformers for Bug Triaging Tasks with Content and Interaction Based Rankings","created":"2025-08-23","cited_by_count":0,"area":null},{"id":"2602.09340","title":"Measuring Dataset Diversity from a Geometric Perspective","created":"2026-02-10","cited_by_count":0,"area":null},{"id":"2603.10916","title":"NCAA Bracket Prediction Using Machine Learning and Combinatorial Fusion Analysis","created":"2026-03-11","cited_by_count":0,"area":null},{"id":"2609.38274","title":"Which Models Work Well Together? Measuring Heterogeneity for LLM Team Selection","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}