Minghan Yang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Categorical Data

Natural Gradient

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Jiang Hu, Ruicheng Ao, Anthony Man-Cho So, Minghan Yang, Zaiwen Wen
Riemannian Natural Gradient Methods. SIAM J. Sci. Comput. 46 (1) (2024)
Yuantao Yao, Minghan Yang, Jianye Wang, Min Xie
Multivariate Time-Series Prediction in Industrial Processes via a Deep Hybrid Network Under Data Uncertainty. IEEE Trans. Ind. Informatics 19 (2) (2023)
Weiyi Wang, Dongsheng Yu, Haibo Yu, Minghan Yang, Chidong Xu, Xiaodong Fang
Sparse Inversion of Aerosol Concentration Distribution Based on LIDAR Remote Sensing. IEEE Access 11 (2023)
Minghan Yang, Dong Xu, Qiwen Cui, Zaiwen Wen, Pengxiang Xu
An Efficient Fisher Matrix Approximation Method for Large-Scale Neural Network Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Minghan Yang, Dong Xu, Zaiwen Wen, Mengyun Chen, Pengxiang Xu
Sketch-Based Empirical Natural Gradient Methods for Deep Learning. J. Sci. Comput. 92 (3) (2022)
Jiang Hu, Ruicheng Ao, Anthony Man-Cho So, Minghan Yang, Zaiwen Wen
Riemannian Natural Gradient Methods. CoRR (2022)
Minghan Yang, Andre Milzarek, Zaiwen Wen, Tong Zhang
A stochastic extra-step quasi-Newton method for nonsmooth nonconvex optimization. Math. Program. 194 (1) (2022)
Minghan Yang, Dong Xu, Hongyu Chen, Zaiwen Wen, Mengyun Chen
Enhance Curvature Information by Structured Stochastic Quasi-Newton Methods. CVPR (2021)
Minghan Yang, Dong Xu, Qiwen Cui, Zaiwen Wen, Pengxiang Xu
NG+ : A Multi-Step Matrix-Product Natural Gradient Method for Deep Learning. CoRR (2021)
Xuedong Gao, Minghan Yang
Understanding and Enhancement of Internal Clustering Validation Indexes for Categorical Data. Algorithms 11 (11) (2018)
Xuedong Gao, Minghan Yang, Ling Li
Bidirectional CABOSFV for high dimensional sparse data clustering. LISS (2016)