Xiyu Zhai

According to our database1, Xiyu Zhai authored at least 9 papers between 2018 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
SceneGen: Generative Contextual Scene Augmentation using Scene Graph Priors.
CoRR, 2020

On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels.
Proceedings of the Conference on Learning Theory, 2020

2019
On the Risk of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels.
CoRR, 2019

Gradient Descent Finds Global Minima of Deep Neural Networks.
Proceedings of the 36th International Conference on Machine Learning, 2019

Gradient Descent Provably Optimizes Over-parameterized Neural Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Consistency of Interpolation with Laplace Kernels is a High-Dimensional Phenomenon.
Proceedings of the Conference on Learning Theory, 2019

2018
How Many Samples are Needed to Learn a Convolutional Neural Network?
CoRR, 2018

How Many Samples are Needed to Estimate a Convolutional Neural Network?
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints.
Proceedings of the Conference On Learning Theory, 2018


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