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Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets., , , , , , и . ICLR, OpenReview.net, (2020)Heterogeneous Graph Transformer for Meta-structure Learning with Application in Text Classification., , , , и . ACM Trans. Web, 17 (3): 21:1-21:27 (августа 2023)Algorithmic Foundation of Federated Learning with Sequential Data.. AAAI, стр. 22675. AAAI Press, (2024)Improved Schemes for Episodic Memory-based Lifelong Learning., , , и . NeurIPS, (2020)Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions., , , , и . NeurIPS, стр. 4683-4694. (2018)Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks., , , , , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 3864-3874. PMLR, (2020)EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data., , и . ICLR, OpenReview.net, (2023)First-order Convergence Theory for Weakly-Convex-Weakly-Concave Min-max Problems., , , и . J. Mach. Learn. Res., (2021)Quantum Dots-Functionalized Encryption Camera for Text Image Security Protection., , , , , , и . Adv. Intell. Syst., (декабря 2022)Beyond Single-Model Views for Deep Learning: Optimization versus Generalizability of Stochastic Optimization Algorithms., , и . CoRR, (2024)