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Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality.. CoRR, (2018)Fast Learning Rate of Multiple Kernel Learning: Trade-Off between Sparsity and Smoothness., и . AISTATS, том 22 из JMLR Proceedings, стр. 1152-1183. JMLR.org, (2012)A Consistent Method for Graph Based Anomaly Localization., , , , и . AISTATS, том 38 из JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Least-Squares Conditional Density Estimation., , , , , и . IEICE Trans. Inf. Syst., 93-D (3): 583-594 (2010)Understanding Generalization in Deep Learning via Tensor Methods., , , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 504-515. PMLR, (2020)Koopman-based generalization bound: New aspect for full-rank weights., , , , и . ICLR, OpenReview.net, (2024)Understanding Multimodal Contrastive Learning Through Pointwise Mutual Information., , , , , и . CoRR, (2024)How do Transformers Perform In-Context Autoregressive Learning ?, , , , и . ICML, OpenReview.net, (2024)Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective., и . ICML, OpenReview.net, (2024)Flow matching achieves minimax optimal convergence., , , , и . CoRR, (2024)