{"total":13,"rows":[{"id":"2505.12585","title":"Learning Robust Spectral Dynamics for Temporal Domain Generalization","created":"2025-05-19","cited_by_count":14,"area":null},{"id":"2410.18478","title":"Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift","created":"2024-10-24","cited_by_count":8,"area":null},{"id":"2411.00186","title":"Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments","created":"2024-10-31","cited_by_count":8,"area":null},{"id":"2412.11158","title":"Early Concept Drift Detection via Prediction Uncertainty","created":"2024-12-15","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":"2509.16606","title":"Bayesian Ego-graph Inference for Networked Multi-Agent Reinforcement Learning","created":"2025-09-20","cited_by_count":4,"area":null},{"id":"2402.07586","title":"Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning","created":"2024-02-12","cited_by_count":2,"area":null},{"id":"2409.13857","title":"Wormhole: Concept-Aware Deep Representation Learning for Co-Evolving Sequences","created":"2024-09-20","cited_by_count":1,"area":null},{"id":"2509.08181","title":"Multi-Label Transfer Learning in Non-Stationary Data Streams","created":"2025-09-09","cited_by_count":0,"area":null},{"id":"2512.12785","title":"OLC-WA: Drift Aware Tuning-Free Online Classification with Weighted Average","created":"2025-12-14","cited_by_count":0,"area":null},{"id":"2605.01295","title":"Autonomous Drift Learning in Data Streams: A Unified Perspective","created":"2026-05-02","cited_by_count":0,"area":null},{"id":"2608.22224","title":"FreKoo++: Learning Continuous Spectral Dynamics for Temporal Domain Generalization","created":"2026-08-23","cited_by_count":0,"area":null},{"id":"2609.09442","title":"Concept drift mitigation through community and spectral graph analysis for the detection of cyberattacks in network traffic","created":"2026-09-08","cited_by_count":0,"area":null}],"next_cursor":null}