Lin Qian
Tsinghua University
H-index: 8
Asia-China
Top articles of Lin Qian
The phase diagram of kernel interpolation in large dimensions
arXiv preprint arXiv:2404.12597
2024/4/19
On the asymptotic learning curves of kernel ridge regression under power-law decay
Advances in Neural Information Processing Systems
2024/2/13
The Optimality of Kernel Classifiers in Sobolev Space
arXiv preprint arXiv:2402.01148
2024/2/2
Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions
arXiv preprint arXiv:2401.01270
2024/1/2
On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains
Journal of Machine Learning Research
2024
Optimal rate of kernel regression in large dimensions
arXiv preprint arXiv:2309.04268
2023/9/8
On the Optimality of Functional Sliced Inverse Regression
arXiv preprint arXiv:2307.02777
2023/7/6
Generalization Ability of Wide Residual Networks
arXiv preprint arXiv:2305.18506
2023/5/29
On the Optimality of Misspecified Kernel Ridge Regression
arXiv preprint arXiv:2305.07241
2023/5/12
Sliced Inverse Regression with Large Structural Dimensions
arXiv preprint arXiv:2305.04340
2023/5/7
Statistical optimality of deep wide neural networks
arXiv preprint arXiv:2305.02657
2023/5/4
On the optimality of misspecified spectral algorithms
arXiv preprint arXiv:2303.14942
2023/3/27
Generalization Ability of Wide Neural Networks on
arXiv preprint arXiv:2302.05933
2023/2/12
On the optimality of sliced inverse regression in high dimensions
The Annals of Statistics
2021/2
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