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Towards Understanding the Spectral Bias of Deep Learning.

, , , , and . IJCAI, page 2205-2211. ijcai.org, (2021)

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On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF., , and . IJCAI, page 1288-1293. IJCAI/AAAI, (2011)Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3883-3893. PMLR, (2020)Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 5751-5760. PMLR, (2018)Robust Classification of Information Networks by Consistent Graph Learning., , and . ECML/PKDD (2), volume 9285 of Lecture Notes in Computer Science, page 752-767. Springer, (2015)Clustered Support Vector Machines., and . AISTATS, volume 31 of JMLR Workshop and Conference Proceedings, page 307-315. JMLR.org, (2013)Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks., , , and . CoRR, (2018)A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning., , , , and . CoRR, (2022)Provably efficient representation selection in Low-rank Markov Decision Processes: from online to offline RL., , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 2488-2497. PMLR, (2023)Efficient Privacy-Preserving Stochastic Nonconvex Optimization., , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 2203-2213. PMLR, (2023)Local Relevance Weighted Maximum Margin Criterion for Text Classification., and . SDM, page 1136-1147. SIAM, (2009)