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Faster Stochastic Second Order Method for Large-Scale Machine Learning Models., и . SDM, стр. 405-413. SIAM, (2021)Efficient Decentralized Stochastic Gradient Descent Method for Nonconvex Finite-Sum Optimization Problems., , и . AAAI, стр. 9006-9013. AAAI Press, (2022)Joint Generative Moment-Matching Network for Learning Structural Latent Code., и . IJCAI, стр. 2121-2127. ijcai.org, (2018)Demystifying Dropout., , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 2112-2121. PMLR, (2019)Robust Capped Norm Nonnegative Matrix Factorization: Capped Norm NMF., , , и . CIKM, стр. 871-880. ACM, (2015)Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate.. AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 4402-4410. PMLR, (2024)Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning., , , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 28-36. PMLR, (2024)Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks., , , , , , , , и . AAAI, стр. 11338-11345. AAAI Press, (2024)Distributed Stochastic Nested Optimization for Emerging Machine Learning Models: Algorithm and Theory.. AAAI, стр. 15437. AAAI Press, (2023)On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum., , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 7017-7035. PMLR, (2022)