Hongkang Li - researchr alias

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Viewing Publication 1 - 4 from 4

2023

On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ε-Greedy ExplorationShuai Zhang 0015, Hongkang Li, Meng Wang 0003, Miao Liu, Pin-Yu Chen, Songtao Lu, Sijia Liu, Keerthiram Murugesan, Subhajit Chaudhury. nips 2023: [doi]

A Theoretical Understanding of Shallow Vision Transformers: Learning, Generalization, and Sample ComplexityHongkang Li, Meng Wang 0003, Sijia Liu 0001, Pin-Yu Chen. iclr 2023: [doi]

2022

Learning and generalization of one-hidden-layer neural networks, going beyond standard Gaussian dataHongkang Li, Shuai Zhang, Meng Wang. ciss 2022: 37-42 [doi]

Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology SamplingHongkang Li, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong. icml 2022: 13014-13051 [doi]

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