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Stochastic dual averaging methods using variance reduction techniques for regularized empirical risk minimization problems., and . CoRR, (2016)Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality.. CoRR, (2018)Accelerated Sparsified SGD with Error Feedback., and . CoRR, (2019)Fast Learning Rate of Multiple Kernel Learning: Trade-Off between Sparsity and Smoothness., and . AISTATS, volume 22 of JMLR Proceedings, page 1152-1183. JMLR.org, (2012)Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network.. CoRR, (2019)Selective Inference for Latent Block Models., and . CoRR, (2020)Density-Difference Estimation., , , , , and . Neural Comput., 25 (10): 2734-2775 (2013)Sufficient Dimension Reduction via Squared-Loss Mutual Information Estimation., and . Neural Comput., 25 (3): 725-758 (2013)Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error., , , , , , , , and . IJCAI, page 2839-2846. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..Understanding Generalization in Deep Learning via Tensor Methods., , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 504-515. PMLR, (2020)