Zhai, Xiyu

7 publications

NeurIPSW 2024 Transformers Are Efficient Compilers, Provably Xiyu Zhai, Runlong Zhou, Liao Zhang, Simon Shaolei Du

COLT 2020 On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels Tengyuan Liang, Alexander Rakhlin, Xiyu Zhai

COLT 2019 Consistency of Interpolation with Laplace Kernels Is a High-Dimensional Phenomenon Alexander Rakhlin, Xiyu Zhai

ICML 2019 Gradient Descent Finds Global Minima of Deep Neural Networks Simon Du, Jason Lee, Haochuan Li, Liwei Wang, Xiyu Zhai

ICLR 2019 Gradient Descent Provably Optimizes Over-Parameterized Neural Networks Simon S. Du, Xiyu Zhai, Barnabas Poczos, Aarti Singh

COLT 2018 Generalization Bounds of SGLD for Non-Convex Learning: Two Theoretical Viewpoints Wenlong Mou, Liwei Wang, Xiyu Zhai, Kai Zheng

NeurIPS 2018 How Many Samples Are Needed to Estimate a Convolutional Neural Network? Simon S Du, Yining Wang, Xiyu Zhai, Sivaraman Balakrishnan, Ruslan Salakhutdinov, Aarti Singh