{"total":22,"rows":[{"id":"2302.02432","title":"Tighter Information-Theoretic Generalization Bounds from Supersamples","created":"2023-02-05","cited_by_count":22,"area":null},{"id":"2210.00706","title":"Information-Theoretic Analysis of Unsupervised Domain Adaptation","created":"2022-10-03","cited_by_count":15,"area":null},{"id":"2111.01635","title":"Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm","created":"2021-11-02","cited_by_count":14,"area":null},{"id":"2410.08194","title":"Features are fate: a theory of transfer learning in high-dimensional regression","created":"2024-10-10","cited_by_count":13,"area":null},{"id":"2110.00926","title":"Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning","created":"2021-10-03","cited_by_count":11,"area":null},{"id":"2207.05377","title":"On the Generalization for Transfer Learning: An Information-Theoretic Analysis","created":"2022-07-12","cited_by_count":11,"area":null},{"id":"2101.08390","title":"An Information-Theoretic Analysis of the Impact of Task Similarity on Meta-Learning","created":"2021-01-21","cited_by_count":10,"area":null},{"id":"2304.02064","title":"Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation","created":"2023-04-04","cited_by_count":7,"area":null},{"id":"2210.00483","title":"Learning Algorithm Generalization Error Bounds via Auxiliary Distributions","created":"2022-10-02","cited_by_count":6,"area":null},{"id":"2402.01887","title":"On $f$-Divergence Principled Domain Adaptation: An Improved Framework","created":"2024-02-02","cited_by_count":6,"area":null},{"id":"2305.00876","title":"Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem","created":"2023-05-01","cited_by_count":4,"area":null},{"id":"2109.01377","title":"A Bayesian Approach to (Online) Transfer Learning: Theory and Algorithms","created":"2021-09-03","cited_by_count":3,"area":null},{"id":"2403.19895","title":"An Information-Theoretic Framework for Out-of-Distribution Generalization with Applications to Stochastic Gradient Langevin Dynamics","created":"2024-03-29","cited_by_count":3,"area":null},{"id":"2506.07861","title":"Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective","created":"2025-06-09","cited_by_count":3,"area":null},{"id":"2201.06297","title":"Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis","created":"2022-01-17","cited_by_count":2,"area":null},{"id":"2311.04561","title":"Information-Theoretic Generalization Bounds for Transductive Learning and its Applications","created":"2023-11-08","cited_by_count":2,"area":null},{"id":"2401.02904","title":"Class-wise Generalization Error: an Information-Theoretic Analysis","created":"2024-01-05","cited_by_count":2,"area":null},{"id":"2405.05962","title":"Age Aware Scheduling for Differentially-Private Federated Learning","created":"2024-05-09","cited_by_count":2,"area":null},{"id":"2506.21036","title":"An Information-Theoretic Analysis for Federated Learning under Concept Drift","created":"2025-06-26","cited_by_count":2,"area":null},{"id":"2410.17128","title":"Understanding Transfer Learning via Mean-field Analysis","created":"2024-10-22","cited_by_count":1,"area":null},{"id":"2504.14875","title":"ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams","created":"2025-04-21","cited_by_count":1,"area":null},{"id":"2406.04567","title":"Error Bounds of Supervised Classification from Information-Theoretic Perspective","created":"2024-06-07","cited_by_count":0,"area":null}],"next_cursor":null}