Concepedia

Cheng Ju

CJ

Statistics

Publications

18

Citations

1.1K

H-Index

16

Active since

2013

Affiliations

University of California, Berkeley(Current)

Chinese Academy of Medical Sciences & Peking Union Medical College

Brigham and Women's Hospital

Harvard University

Affiliated Hospital of Southwest Medical University

Cheng Ju is an author at University of California, Berkeley specializing in computing, machine learning, and biostatistics.

Publications per year

2013–2023

18

Publications

18

The relative performance of ensemble methods with deep convolutional neural networks for image classification

Cheng Ju, Aurélien Bibaut, Mark van der Laan · Journal of Applied Statistics · 2018 · 367 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Analysis of the Human Protein Atlas Image Classification competition

Wei Ouyang, Casper F. Winsnes, Martin Hjelmare et al. · Nature Methods · 2019 · 136 citations · Full text

Computing, Bioinformatics, Computer Science +16

Non-convex Finite-Sum Optimization Via SCSG Methods

Lihua Lei, Cheng Ju, Jianbo Chen et al. · arXiv (Cornell University) · 2017 · 111 citations · Full text

Computing, Computer Science, Mathematics +14

Using Super Learner Prediction Modeling to Improve High-dimensional Propensity Score Estimation

Richard Wyss, Sebastian Schneeweiß, Mark van der Laan et al. · Epidemiology · 2017 · 71 citations

Public Health, Biostatistics, Causal Inference +16

Online cross‐validation‐based ensemble learning

David Benkeser, Cheng Ju, Sam Lendle et al. · Statistics in Medicine · 2017 · 57 citations

Computing, Computer Science, Data Science +16

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