Zhang, Kaiqi

6 publications

NeurIPS 2024 Nonparametric Classification on Low Dimensional Manifolds Using Overparameterized Convolutional Residual Networks Zixuan Zhang, Kaiqi Zhang, Minshuo Chen, Yuma Takeda, Mengdi Wang, Tuo Zhao, Yu-Xiang Wang

NeurIPS 2024 Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes Dan Qiao, Kaiqi Zhang, Esha Singh, Daniel Soudry, Yu-Xiang Wang

ICLR 2023 Deep Learning Meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive? Kaiqi Zhang, Yu-Xiang Wang

NeurIPSW 2023 Nonparametric Classification on Low Dimensional Manifolds Using Overparameterized Convolutional Residual Networks Zixuan Zhang, Kaiqi Zhang, Minshuo Chen, Yuma Takeda, Mengdi Wang, Tuo Zhao, Yu-Xiang Wang

ICMLW 2023 Why Quantization Improves Generalization: NTK of Binary Weight Neural Network Kaiqi Zhang, Ming Yin, Yu-Xiang Wang

ECCV 2018 A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang