Fan, Zhou

7 publications

COLT 2024 Nonlinear Spiked Covariance Matrices and Signal Propagation in Deep Neural Networks Zhichao Wang, Denny Wu, Zhou Fan

TMLR 2024 Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces Zhou Fan, Xinran Han, Zi Wang

NeurIPS 2020 Spectra of the Conjugate Kernel and Neural Tangent Kernel for Linear-Width Neural Networks Zhou Fan, Zhichao Wang

ICML 2020 Spectral Graph Matching and Regularized Quadratic Relaxations: Algorithm and Theory Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu

COLT 2020 Tree-Projected Gradient Descent for Estimating Gradient-Sparse Parameters on Graphs Sheng Xu, Zhou Fan, Sahand Negahban

IJCAI 2019 Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space Zhou Fan, Rui Su, Weinan Zhang, Yong Yu

NeurIPS 2019 Surfing: Iterative Optimization over Incrementally Trained Deep Networks Ganlin Song, Zhou Fan, John Lafferty