E-LIB Suche - Ergebnisse für: Lin, Shao-Bo

1

Sketching with Spherical Designs for Noisy Data Fitting on ..:

Lin, Shao-Bo ; Wang, Di ; Zhou, Ding-Xuan
SIAM Journal on Scientific Computing. 46 (2024) 1 - p. A313-A337 , 2024

Link: https://doi.org/10.1137/..

2

Weighted Spectral Filters for Kernel Interpolation on Spher..:

Liu, Xiaotong ; Wang, Jinxin ; Wang, Di.
SIAM Journal on Imaging Sciences. 17 (2024) 2 - p. 951-983 , 2024

Link: https://doi.org/10.1137/..

3

Kernel Interpolation of High Dimensional Scattered Data:

Lin, Shao-Bo ; Chang, Xiangyu ; Sun, Xingping
SIAM Journal on Numerical Analysis. 62 (2024) 3 - p. 1098-1118 , 2024

Link: https://doi.org/10.1137/..

4

Adaptive parameter selection for kernel ridge regression:

Lin, Shao-Bo
Applied and Computational Harmonic Analysis. 73 (2024) - p. 101671 , 2024

Link: https://doi.org/10.1016/..

5

Construction of Deep ReLU Nets for Spatially Sparse Learnin:

Liu, Xia ; Wang, Di ; Lin, Shao-Bo
IEEE Transactions on Neural Networks and Learning Systems. 34 (2023) 10 - p. 7746-7760 , 2023

Link: https://doi.org/10.1109/..

6

Radial Basis Function Approximation with Distributively Sto..:

Feng, Han ; Lin, Shao-Bo ; Zhou, Ding-Xuan
Constructive Approximation. , 2023

Link: https://doi.org/10.1007/..

7

Depth Selection for Deep ReLU Nets in Feature Extraction an..:

Han, Zhi ; Yu, Siquan ; Lin, Shao-Bo.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 44 (2022) 4 - p. 1853-1868 , 2022

Link: https://doi.org/10.1109/..

8

Learning With Selected Features:

Lin, Shao-Bo ; Fang, Jian ; Chang, Xiangyu
IEEE Transactions on Cybernetics. 52 (2022) 4 - p. 2032-2046 , 2022

Link: https://doi.org/10.1109/..

9

Fully corrective gradient boosting with squared hinge: Fast..:

Zeng, Jinshan ; Zhang, Min ; Lin, Shao-Bo
Neural Networks. 147 (2022) - p. 136-151 , 2022

Link: https://doi.org/10.1016/..

10

Toward Efficient Ensemble Learning with Structure Constrain..:

Lin, Shao-Bo ; Tang, Shaojie ; Wang, Yao.
INFORMS Journal on Computing. 34 (2022) 6 - p. 3096-3116 , 2022

Link: https://doi.org/10.1287/..

11

Distributed Learning With Dependent Samples:

Sun, Zirui ; Lin, Shao-Bo
IEEE Transactions on Information Theory. 68 (2022) 9 - p. 6003-6020 , 2022

Link: https://doi.org/10.1109/..

12

Distributed learning with multi-penalty regularization:

Guo, Zheng-Chu ; Lin, Shao-Bo ; Shi, Lei
Applied and Computational Harmonic Analysis. 46 (2019) 3 - p. 478-499 , 2019

Link: https://doi.org/10.1016/..

13

Nonparametric regression using needlet kernels for spherica..:

Lin, Shao-Bo
Journal of Complexity. 50 (2019) - p. 66-83 , 2019

Link: https://doi.org/10.1016/..

14

Deep Net Tree Structure for Balance of Capacity and Approxi..:

Chui, Charles K. ; Lin, Shao-Bo ; Zhou, Ding-Xuan
Frontiers in Applied Mathematics and Statistics. 5 (2019) - p. , 2019

Link: https://doi.org/10.3389/..

15

Construction of Neural Networks for Realization of Localize..:

Chui, Charles K. ; Lin, Shao-Bo ; Zhou, Ding-Xuan
Frontiers in Applied Mathematics and Statistics. 4 (2018) - p. , 2018

Link: https://doi.org/10.3389/..