共 50 条
- [31] Using Unsupervised Analysis to Constrain Generalization Bounds for Support Vector Classifiers IEEE TRANSACTIONS ON NEURAL NETWORKS, 2010, 21 (03): : 424 - 438
- [32] Precise Asymptotic Generalization for Multiclass Classification with Overparameterized Linear Models ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
- [33] Empirical margin distributions and bounding the generalization error of combined classifiers ANNALS OF STATISTICS, 2002, 30 (01): : 1 - 50
- [34] Fast Rate Generalization Error Bounds: Variations on a Theme 2022 IEEE INFORMATION THEORY WORKSHOP (ITW), 2022, : 43 - 48
- [36] Tightening Mutual Information Based Bounds on Generalization Error 2019 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2019, : 587 - 591
- [37] Strengthened Information-theoretic Bounds on the Generalization Error 2019 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2019, : 582 - 586
- [38] Generalization Error Bounds on Deep Learning with Markov Datasets ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35, NEURIPS 2022, 2022,
- [40] Generalization Error Bounds for Optimization Algorithms via Stability THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 2336 - 2342