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Stochastic dual averaging methods using variance reduction techniques for regularized empirical risk minimization problems., и . CoRR, (2016)Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality.. CoRR, (2018)How do Transformers perform In-Context Autoregressive Learning?, , , , и . CoRR, (2024)Least-Squares Conditional Density Estimation., , , , , и . IEICE Trans. Inf. Syst., 93-D (3): 583-594 (2010)A Consistent Method for Graph Based Anomaly Localization., , , , и . AISTATS, том 38 из JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Understanding Generalization in Deep Learning via Tensor Methods., , , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 504-515. PMLR, (2020)Selective Inference for Latent Block Models., и . CoRR, (2020)SpicyMKL: a fast algorithm for Multiple Kernel Learning with thousands of kernels., и . Mach. Learn., 85 (1-2): 77-108 (2011)Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error., , , , , , , , и . IJCAI, стр. 2839-2846. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..Sufficient Dimension Reduction via Squared-Loss Mutual Information Estimation., и . Neural Comput., 25 (3): 725-758 (2013)