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Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study., , , , and . NeurIPS, (2022)Sound and Complete Verification of Polynomial Networks., , , , and . NeurIPS, (2022)Understanding Deep Neural Function Approximation in Reinforcement Learning via $\epsilon$-Greedy Exploration., , and . NeurIPS, (2022)Subquadratic Overparameterization for Shallow Neural Networks., , , , and . NeurIPS, page 11247-11259. (2021)Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization., , , , and . NeurIPS, (2022)Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems., , , , and . ICLR, OpenReview.net, (2022)Benign Overfitting in Deep Neural Networks under Lazy Training., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 43105-43128. PMLR, (2023)Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems., , , , and . CoRR, (2023)A Single-Phase, Proximal Path-Following Framework., , and . Math. Oper. Res., 43 (4): 1326-1347 (2018)Iterative Classroom Teaching., , , , , , , and . AAAI, page 5684-5692. AAAI Press, (2019)