{"total":18,"rows":[{"id":"2402.00957","title":"Credal Learning Theory","created":"2024-02-01","cited_by_count":31,"area":null},{"id":"2302.03421","title":"A unified recipe for deriving (time-uniform) PAC-Bayes bounds","created":"2023-02-07","cited_by_count":25,"area":null},{"id":"2305.14311","title":"Statistical Indistinguishability of Learning Algorithms","created":"2023-05-23","cited_by_count":17,"area":null},{"id":"2306.12214","title":"More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity","created":"2023-06-21","cited_by_count":17,"area":null},{"id":"2302.08942","title":"PAC-Bayesian Generalization Bounds for Adversarial Generative Models","created":"2023-02-17","cited_by_count":13,"area":null},{"id":"2402.08508","title":"A PAC-Bayesian Link Between Generalisation and Flat Minima","created":"2024-02-13","cited_by_count":13,"area":null},{"id":"2306.04375","title":"Learning via Wasserstein-Based High Probability Generalisation Bounds","created":"2023-06-07","cited_by_count":12,"area":null},{"id":"2311.01046","title":"Time-Independent Information-Theoretic Generalization Bounds for SGLD","created":"2023-11-02","cited_by_count":12,"area":null},{"id":"2408.13885","title":"Neural Spacetimes for DAG Representation Learning","created":"2024-08-25","cited_by_count":5,"area":null},{"id":"2304.07048","title":"Wasserstein PAC-Bayes Learning: Exploiting Optimisation Guarantees to Explain Generalisation","created":"2023-04-14","cited_by_count":3,"area":null},{"id":"2510.20017","title":"Simultaneously Solving Infinitely Many LQ Mean Field Games In Hilbert Spaces: The Power of Neural Operators","created":"2025-10-22","cited_by_count":3,"area":null},{"id":"2402.05101","title":"Tighter Generalisation Bounds via Interpolation","created":"2024-02-07","cited_by_count":2,"area":null},{"id":"2407.08571","title":"Multi-Group Proportional Representation in Retrieval","created":"2024-07-11","cited_by_count":2,"area":null},{"id":"2509.25979","title":"Reconcile Certified Robustness and Accuracy for DNN-based Smoothed Majority Vote Classifier","created":"2025-09-30","cited_by_count":2,"area":null},{"id":"2410.07704","title":"A Generalization Result for Convergence in Learning-to-Optimize","created":"2024-10-10","cited_by_count":1,"area":null},{"id":"2502.12353","title":"Stability-based Generalization Bounds for Variational Inference","created":"2025-02-17","cited_by_count":0,"area":null},{"id":"2507.06055","title":"Kernel Trace Distance: Quantum Statistical Metric between Measures through RKHS Density Operators","created":"2025-07-08","cited_by_count":0,"area":null},{"id":"2607.15645","title":"Testing Distributions Against Bounded Distinguishers","created":"2026-07-17","cited_by_count":0,"area":null}],"next_cursor":null}