A statistical perspective on algorithmic leveraging
W MahoneyMichael , MaPing , YuBin
Journal of Machine Learning Research
316
2015
2
2003
Optimal Subsampling Approaches for Large Sample Linear Regression
Bin Yu , Michael W. Mahoney , Rong Zhu , Ping Ma
arXiv: Methodology
28
2015
Morphometric analysis of photoreceptors in the zebrafish pde6c mutant with and without exposure to Schisandrin B
Kam Ming Ko , Liyun Zhang , Yuk Fai Leung , Mingzhi Zhang
Investigative Ophthalmology & Visual Science 57 ( 12) 178 -178
2016
Optimal Subsampling for Large Sample Logistic Regression.
HaiYing Wang , Rong Zhu , Ping Ma ,
Journal of the American Statistical Association 113 ( 522) 829 -844
193
2018
Optimal Penalized Function-on-Function Regression under a Reproducing Kernel Hilbert Space Framework.
Xiaoxiao Sun , Pang Du , Xiao Wang , Ping Ma
Journal of the American Statistical Association 113 ( 524) 1601 -1611
17
2018
Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series
Shuyang Bai , Wenxuan Zhong , Ping Ma , Rui Xie
international conference on artificial intelligence and statistics 2301 -2311
17
2019
Large-scale optimal transport map estimation using projection pursuit
Wenxuan Zhong , Cheng Meng , Ping Ma , Jingyi Zhang
neural information processing systems 32 8118 -8129
7
2019
More efficient approximation of smoothing splines via space-filling basis selection
Wenxuan Zhong , Xinlian Zhang , Cheng Meng , Ping Ma
arXiv: Computation
20
2020
Minimax Nonparametric Parallelism Test
Wenxuan Zhong , Ping Ma , Meimei Liu , Xin Xing
Journal of Machine Learning Research 21 ( 94) 1 -47
1
2020
A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research.
Wenxuan Zhong , Ping Ma , Jingyi Zhang
arXiv: Machine Learning
10
2020
Sufficient dimension reduction for classification using principal optimal transport direction
Wenxuan Zhong , Cheng Meng , Ping Ma , Jingyi Zhang
neural information processing systems 33 4015 -4028
2020
Communities and Brokers: How the Transnational Advocacy Network Simultaneously Provides Social Power and Exacerbates Global Inequalities
Amanda Murdie , Ping Ma , Huimin Cheng , Ye Wang
International Studies Quarterly
2021
Global Assessment of Combinatorial Post-translational Modification of Core Histones in Yeast Using Contemporary Mass Spectrometry LYS4 TRIMETHYLATION CORRELATES WITH DEGREE OF ACETYLATION ON THE SAME H3 TAIL
Lihua Jiang , Jonell N. Smith , Shannon L. Anderson , Ping Ma
Journal of Biological Chemistry 282 ( 38) 27923 -27934
74
2007
Methylated DNA is over-represented in whole-genome bisulfite sequencing data.
Lexiang Ji , Takahiko Sasaki , Xiaoxiao Sun , Ping Ma
Frontiers in Genetics 5 341 -341
75
2014
Genomic Characterization of the Zinc Transcriptional Regulatory Element Reveals Potential Functional Roles of ZNF658.
Michael Francis , Huimin Cheng , Ping Ma , Arthur Grider
Biological Trace Element Research 192 ( 2) 83 -90
2019
Smoothing spline analysis of variance models: A new tool for the analysis of cyclic biomechanical data
Nathaniel E. Helwig , K. Alex Shorter , Ping Ma , Elizabeth T. Hsiao-Wecksler
Journal of Biomechanics 49 ( 14) 3216 -3222
9
2016
Adaptive Basis Selection for Exponential Family Smoothing Splines with Application in Joint Modeling of Multiple Sequencing Samples
Nan Zhang , Ping Ma , Jianhua Huang , Wenxuan Zhong
Statistica Sinica
8
2018
Effective Statistical Methods for Big Data Analytics
Cheng Meng , Ye Wang , Xinlian Zhang , Abhyuday Mandal
IGI Global 280 -299
7
2017
The Helicase Aquarius/EMB-4 Is Required to Overcome Intronic Barriers to Allow Nuclear RNAi Pathways to Heritably Silence Transcription.
Alper Akay , Tomas Di Domenico , Kin M. Suen , Amena Nabih
Developmental Cell 42 ( 3) 241
40
2017