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Generalization Guarantees of Gradient Descent for Multi-Layer Neural Networks., , , , и . CoRR, (2023)SGFNNs: Signed Graph Filtering-based Neural Networks for Predicting Drug-Drug Interactions., , , , , и . J. Comput. Biol., 29 (10): 1104-1116 (2022)Sharper Generalization Bounds for Learning with Gradient-dominated Objective Functions., и . ICLR, OpenReview.net, (2021)Generalization Bounds for Regularized Pairwise Learning., , и . IJCAI, стр. 2376-2382. ijcai.org, (2018)Learning Interpretable Concept Groups in CNNs., , , , , , и . IJCAI, стр. 1061-1067. ijcai.org, (2021)A Generalization Error Bound for Multi-class Domain Generalization., , , , , и . CoRR, (2019)Data-Dependent Generalization Bounds for Multi-Class Classification., , , и . IEEE Trans. Inf. Theory, 65 (5): 2995-3021 (2019)Generalization Guarantee of SGD for Pairwise Learning., , и . NeurIPS, стр. 21216-21228. (2021)Stability and Generalization of Stochastic Gradient Methods for Minimax Problems., , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 6175-6186. PMLR, (2021)Fine-Grained Analysis of Stability and Generalization for Stochastic Gradient Descent., и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 5809-5819. PMLR, (2020)