{"total":23,"rows":[{"id":"2309.13692","title":"Regularization and Optimal Multiclass Learning","created":"2023-09-24","cited_by_count":15,"area":null},{"id":"2402.09327","title":"Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization","created":"2024-02-14","cited_by_count":14,"area":null},{"id":"2511.12659","title":"Sample Complexity of Agnostic Multiclass Classification: Natarajan Dimension Strikes Back","created":"2025-11-16","cited_by_count":9,"area":null},{"id":"2411.01634","title":"Multiclass Transductive Online Learning","created":"2024-11-03","cited_by_count":8,"area":null},{"id":"2403.11963","title":"Transfer Learning Beyond Bounded Density Ratios","created":"2024-03-18","cited_by_count":6,"area":null},{"id":"2409.19218","title":"A Characterization of List Regression","created":"2024-09-28","cited_by_count":6,"area":null},{"id":"2608.06825","title":"Multiscale Reward Hedging from Correct Demonstrations","created":"2026-08-07","cited_by_count":5,"area":null},{"id":"2405.05190","title":"Is Transductive Learning Equivalent to PAC Learning?","created":"2024-05-08","cited_by_count":4,"area":null},{"id":"2409.17932","title":"Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses","created":"2024-09-26","cited_by_count":4,"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":"2605.07097","title":"Every Feedforward Neural Network Definable in an o-Minimal Structure Has Finite Sample Complexity","created":"2026-05-08","cited_by_count":3,"area":null},{"id":"2402.10360","title":"Transductive Learning Is Compact","created":"2024-02-15","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":"2501.06339","title":"On The Statistical Complexity of Offline Decision-Making","created":"2025-01-10","cited_by_count":2,"area":null},{"id":"2504.09006","title":"Learning in Structured Stackelberg Games","created":"2025-04-11","cited_by_count":2,"area":null},{"id":"2410.03849","title":"Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood","created":"2024-10-04","cited_by_count":1,"area":null},{"id":"2502.00607","title":"PAC Learning is just Bipartite Matching (Sort of)","created":"2025-02-02","cited_by_count":1,"area":null},{"id":"2602.19172","title":"Online Realizable Regression and Applications for ReLU Networks","created":"2026-02-22","cited_by_count":1,"area":null},{"id":"2402.05576","title":"Tighter Learning Guarantees on Digital Computers via Concentration of Measure on Finite Spaces","created":"2024-02-08","cited_by_count":0,"area":null},{"id":"2603.02043","title":"Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation","created":"2026-03-02","cited_by_count":0,"area":null},{"id":"2603.07221","title":"Margin in Abstract Spaces","created":"2026-03-07","cited_by_count":0,"area":null},{"id":"2605.03823","title":"Realizable Bayes-Consistency for General Metric Losses","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2605.29819","title":"The Interplay Between Interpolation and Aggregation in Regression: Optimal Sample Complexity","created":"2026-05-28","cited_by_count":0,"area":null}],"next_cursor":null}