Xiyu Zhai

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 13

Top Topics

Mumford Shah Functional

Generalization Bounds

Top Venues

Publications

Mohammad Keshavarzi, Aakash Parikh, Xiyu Zhai, Melody Mao, Luisa Caldas, Allen Y. Yang
SceneGen: Generative Contextual Scene Augmentation using Scene Graph Priors. CoRR (2020)
Tengyuan Liang, Alexander Rakhlin, Xiyu Zhai
On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels. COLT (2020)
Simon S. Du, Xiyu Zhai, Barnabás Póczos, Aarti Singh
Gradient Descent Provably Optimizes Over-parameterized Neural Networks. ICLR (Poster) (2019)
Alexander Rakhlin, Xiyu Zhai
Consistency of Interpolation with Laplace Kernels is a High-Dimensional Phenomenon. COLT (2019)
Tengyuan Liang, Alexander Rakhlin, Xiyu Zhai
On the Risk of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels. CoRR (2019)
Simon S. Du, Jason D. Lee, Haochuan Li, Liwei Wang, Xiyu Zhai
Gradient Descent Finds Global Minima of Deep Neural Networks. ICML (2019)
Simon S. Du, Jason D. Lee, Haochuan Li, Liwei Wang, Xiyu Zhai
Gradient Descent Finds Global Minima of Deep Neural Networks. CoRR (2018)
Wenlong Mou, Liwei Wang, Xiyu Zhai, Kai Zheng
Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints. COLT (2018)
Alexander Rakhlin, Xiyu Zhai
Consistency of Interpolation with Laplace Kernels is a High-Dimensional Phenomenon. CoRR (2018)
Simon S. Du, Yining Wang, Xiyu Zhai, Sivaraman Balakrishnan, Ruslan Salakhutdinov, Aarti Singh
How Many Samples are Needed to Estimate a Convolutional Neural Network? NeurIPS (2018)
Simon S. Du, Xiyu Zhai, Barnabás Póczos, Aarti Singh
Gradient Descent Provably Optimizes Over-parameterized Neural Networks. CoRR (2018)
Simon S. Du, Yining Wang, Xiyu Zhai, Sivaraman Balakrishnan, Ruslan Salakhutdinov, Aarti Singh
How Many Samples are Needed to Learn a Convolutional Neural Network? CoRR (2018)
Wenlong Mou, Liwei Wang, Xiyu Zhai, Kai Zheng
Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints. CoRR (2017)