Haobo Zhang

Affiliations:
  • Tsinghua University, Center for Statistical Science, Department of Industrial Engineering, Beijing, China


According to our database1, Haobo Zhang authored at least 10 papers between 2023 and 2024.

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

Timeline

2023
2024
0
1
2
3
4
5
6
4
2
1
3

Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
On the Optimality of Misspecified Spectral Algorithms.
J. Mach. Learn. Res., 2024

Towards a Statistical Understanding of Neural Networks: Beyond the Neural Tangent Kernel Theories.
CoRR, 2024

The phase diagram of kernel interpolation in large dimensions.
CoRR, 2024

Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions.
CoRR, 2024

On the Saturation Effects of Spectral Algorithms in Large Dimensions.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Optimal Rate of Kernel Regression in Large Dimensions.
CoRR, 2023

Kernel interpolation generalizes poorly.
CoRR, 2023

On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On the Optimality of Misspecified Kernel Ridge Regression.
Proceedings of the International Conference on Machine Learning, 2023

On the Saturation Effect of Kernel Ridge Regression.
Proceedings of the Eleventh International Conference on Learning Representations, 2023


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