{"total":13,"rows":[{"id":"2304.07288","title":"Cross-Entropy Loss Functions: Theoretical Analysis and Applications","created":"2023-04-14","cited_by_count":210,"area":null},{"id":"2307.03848","title":"Optimal Learners for Realizable Regression: PAC Learning and Online Learning","created":"2023-07-07","cited_by_count":23,"area":null},{"id":"2212.09270","title":"The One-Inclusion Graph Algorithm is not Always Optimal","created":"2022-12-19","cited_by_count":11,"area":null},{"id":"2206.12977","title":"Adversarially Robust PAC Learnability of Real-Valued Functions","created":"2022-06-26","cited_by_count":8,"area":null},{"id":"2406.10161","title":"On the Computability of Robust PAC Learning","created":"2024-06-14","cited_by_count":6,"area":null},{"id":"2503.03184","title":"PAC Learning with Improvements","created":"2025-03-05","cited_by_count":6,"area":null},{"id":"2211.05656","title":"On Proper Learnability between Average- and Worst-case Robustness","created":"2022-11-10","cited_by_count":5,"area":null},{"id":"2406.11667","title":"Is Efficient PAC Learning Possible with an Oracle That Responds 'Yes' or 'No'?","created":"2024-06-17","cited_by_count":3,"area":null},{"id":"2405.01817","title":"Uniformly Stable Algorithms for Adversarial Training and Beyond","created":"2024-05-03","cited_by_count":2,"area":null},{"id":"2410.13012","title":"Sample Compression Scheme Reductions","created":"2024-10-16","cited_by_count":2,"area":null},{"id":"2506.00135","title":"Tradeoffs between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning","created":"2025-05-30","cited_by_count":2,"area":null},{"id":"2608.13514","title":"Bagging Robustly Learns VC Classes with Linear Sample Complexity","created":"2026-08-13","cited_by_count":1,"area":null},{"id":"2609.24260","title":"Adversarially Robust PAC Learning with Optimal VC Rates","created":"2026-09-21","cited_by_count":0,"area":null}],"next_cursor":null}