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Xiyu Zhai
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2020 – today
- 2020
- [c6]Tengyuan Liang, Alexander Rakhlin, Xiyu Zhai:
On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels. COLT 2020: 2683-2711 - [i7]Mohammad Keshavarzi, Aakash Parikh, Xiyu Zhai, Melody Mao, Luisa Caldas, Allen Y. Yang:
SceneGen: Generative Contextual Scene Augmentation using Scene Graph Priors. CoRR abs/2009.12395 (2020)
2010 – 2019
- 2019
- [c5]Alexander Rakhlin, Xiyu Zhai:
Consistency of Interpolation with Laplace Kernels is a High-Dimensional Phenomenon. COLT 2019: 2595-2623 - [c4]Simon S. Du, Xiyu Zhai, Barnabás Póczos, Aarti Singh:
Gradient Descent Provably Optimizes Over-parameterized Neural Networks. ICLR (Poster) 2019 - [c3]Simon S. Du, Jason D. Lee, Haochuan Li, Liwei Wang, Xiyu Zhai:
Gradient Descent Finds Global Minima of Deep Neural Networks. ICML 2019: 1675-1685 - [i6]Tengyuan Liang, Alexander Rakhlin, Xiyu Zhai:
On the Risk of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels. CoRR abs/1908.10292 (2019) - 2018
- [c2]Wenlong Mou, Liwei Wang, Xiyu Zhai, Kai Zheng:
Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints. COLT 2018: 605-638 - [c1]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: 371-381 - [i5]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 abs/1805.07883 (2018) - [i4]Simon S. Du, Xiyu Zhai, Barnabás Póczos, Aarti Singh:
Gradient Descent Provably Optimizes Over-parameterized Neural Networks. CoRR abs/1810.02054 (2018) - [i3]Simon S. Du, Jason D. Lee, Haochuan Li, Liwei Wang, Xiyu Zhai:
Gradient Descent Finds Global Minima of Deep Neural Networks. CoRR abs/1811.03804 (2018) - [i2]Alexander Rakhlin, Xiyu Zhai:
Consistency of Interpolation with Laplace Kernels is a High-Dimensional Phenomenon. CoRR abs/1812.11167 (2018) - 2017
- [i1]Wenlong Mou, Liwei Wang, Xiyu Zhai, Kai Zheng:
Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints. CoRR abs/1707.05947 (2017)
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