Haobo Zhang

16 papers A* 4Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
On the Saturation Effects of Spectral Algorithms in Large Dimensions.
CoRR
Weihao Lu, Haobo Zhang, Yicheng Li, Qian Lin
2025 J jnl
Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions.
J. Mach. Learn. Res.
Haobo Zhang, Yicheng Li, Weihao Lu, Qian Lin
2024 J jnl
On the Optimality of Misspecified Spectral Algorithms.
J. Mach. Learn. Res.
Haobo Zhang, Yicheng Li, Qian Lin
2024 J jnl
On the Saturation Effect of Kernel Ridge Regression.
CoRR
Yicheng Li, Haobo Zhang, Qian Lin
2024 A* conf
On the Saturation Effects of Spectral Algorithms in Large Dimensions.
NeurIPS
Weihao Lu, Haobo Zhang, Yicheng Li, Qian Lin
2024 J jnl
Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions.
CoRR
Haobo Zhang, Yicheng Li, Weihao Lu, Qian Lin
2024 J jnl
The phase diagram of kernel interpolation in large dimensions.
CoRR
Haobo Zhang, Weihao Lu, Qian Lin
2024 J jnl
Towards a Statistical Understanding of Neural Networks: Beyond the Neural Tangent Kernel Theories.
CoRR
Haobo Zhang, Jianfa Lai, Yicheng Li, Qian Lin, Jun S. Liu
2023 J jnl
Kernel interpolation generalizes poorly.
CoRR
Yicheng Li, Haobo Zhang, Qian Lin
2023 A* conf
On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay.
NeurIPS
Yicheng Li, Haobo Zhang, Qian Lin
2023 J jnl
On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay.
CoRR
Yicheng Li, Haobo Zhang, Qian Lin
2023 A* conf
On the Optimality of Misspecified Kernel Ridge Regression.
ICML
Haobo Zhang, Yicheng Li, Weihao Lu, Qian Lin
2023 J jnl
On the Optimality of Misspecified Kernel Ridge Regression.
CoRR
Haobo Zhang, Yicheng Li, Weihao Lu, Qian Lin
2023 J jnl
On the Optimality of Misspecified Spectral Algorithms.
CoRR
Haobo Zhang, Yicheng Li, Qian Lin
2023 A* conf
On the Saturation Effect of Kernel Ridge Regression.
ICLR
Yicheng Li, Haobo Zhang, Qian Lin
2023 J jnl
Optimal Rate of Kernel Regression in Large Dimensions.
CoRR
Weihao Lu, Haobo Zhang, Yicheng Li, Manyun Xu, Qian Lin