Yu Wang

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 8

Top Topics

Global Convergence

Dictionary Learning

Top Venues

IEEE Trans. Cybern.

J. Mach. Learn. Res.

IEEE Trans. Signal Process.

Publications

Yu Wang, Siqi Wu, Bin Yu
Unique Sharp Local Minimum in L1-minimization Complete Dictionary Learning. J. Mach. Learn. Res. 21 (2020)
Nick Altieri, Rebecca L. Barter, James Duncan, Raaz Dwivedi, Karl Kumbier, Xiao Li, Robert Netzorg, Briton Park, Chandan Singh, Yan Shuo Tan, Tiffany Tang, Yu Wang, Bin Yu
Curating a COVID-19 data repository and forecasting county-level death counts in the United States. CoRR (2020)
Xiao Li, Yu Wang, Sumanta Basu, Karl Kumbier, Bin Yu
A Debiased MDI Feature Importance Measure for Random Forests. CoRR (2019)
Yu Wang, Siqi Wu, Bin Yu
Unique Sharp Local Minimum in $\ell_1$-minimization Complete Dictionary Learning. CoRR (2019)
Xiao Li, Yu Wang, Sumanta Basu, Karl Kumbier, Bin Yu
A Debiased MDI Feature Importance Measure for Random Forests. NeurIPS (2019)
Yu Wang, Wotao Yin, Jinshan Zeng
Global Convergence of ADMM in Nonconvex Nonsmooth Optimization. J. Sci. Comput. 78 (1) (2019)
Yu Wang, Somit Gupta, Jiannan Lu, Ali Mahmoudzadeh, Sophia Liu
On Heavy-user Bias in A/B Testing. CIKM (2019)
Xiangyu Chang, Qingnan Wang, Yuewen Liu, Yu Wang
Sparse Regularization in Fuzzy c-Means for High-Dimensional Data Clustering. IEEE Trans. Cybern. 47 (9) (2017)
Yu Wang, Wotao Yin, Jinshan Zeng
Global Convergence of ADMM in Nonconvex Nonsmooth Optimization. CoRR (2015)
Yu Wang, Jinshan Zeng, Zhimin Peng, Xiangyu Chang, Zongben Xu
Linear Convergence of Adaptively Iterative Thresholding Algorithms for Compressed Sensing. IEEE Trans. Signal Process. 63 (11) (2015)
Xiangyu Chang, Yu Wang, Rongjian Li, Zongben Xu
Penalty for High-Dimensional Data Clustering. CoRR (2014)
Yu Wang, Xiangyu Chang, Rongjian Li, Zongben Xu
Sparse K-Means with the l_q(0leq q< 1) Constraint for High-Dimensional Data Clustering. ICDM (2013)