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Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds.

, , , and . NeurIPS, page 8172-8182. (2019)

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Homotopy Parametric Simplex Method for Sparse Learning., , , and . CoRR, (2017)On Generalization Bounds of a Family of Recurrent Neural Networks., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1233-1243. PMLR, (2020)DiP-GNN: Discriminative Pre-Training of Graph Neural Networks., , , , , and . CoRR, (2022)Differentially Private Estimation of Hawkes Process., , , and . CoRR, (2022)Good regularity creates large learning rate implicit biases: edge of stability, balancing, and catapult., , , and . CoRR, (2023)Misspecified nonconvex statistical optimization for sparse phase retrieval., , , , , and . Math. Program., 176 (1-2): 545-571 (2019)QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction., , , , , , , , , and . CIKM, page 4362-4372. ACM, (2021)LightToken: A Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models., , , , , , , , , and 1 other author(s). KDD, page 2302-2313. ACM, (2023)Spatial Resolution Enhancement of Remote Sensing Hyperspectral Images With Localized Spatial-Spectral Dictionary Pair., , , and . IEEE Access, (2020)Towards Understanding the Importance of Shortcut Connections in Residual Networks., , , , , and . NeurIPS, page 7890-7900. (2019)