| The relative performance of ensemble methods with deep convolutional neural networks for image classification C Ju, A Bibaut, M van der Laan Journal of applied statistics 45 (15), 2800-2818, 2018 | 386 | 2018 |
| Nonconvex Finite-Sum Optimization Via SCSG Methods L Lei, C Ju, J Chen, MI Jordan Advances in Neural Information Processing Systems 2017, 2017 | 263 | 2017 |
| Analysis of the human protein atlas image classification competition W Ouyang, CF Winsnes, M Hjelmare, AJ Cesnik, L Åkesson, H Xu, ... Nature methods 16 (12), 1254-1261, 2019 | 106 | 2019 |
| Using super learner prediction modeling to improve high-dimensional propensity score estimation R Wyss, S Schneeweiss, M Van Der Laan, SD Lendle, C Ju, JM Franklin Epidemiology 29 (1), 96-106, 2018 | 82 | 2018 |
| Online cross‐validation‐based ensemble learning D Benkeser, C Ju, S Lendle, M van der Laan Statistics in medicine 37 (2), 249-260, 2018 | 56 | 2018 |
| Propensity score prediction for electronic healthcare databases using super learner and high-dimensional propensity score methods C Ju, M Combs, SD Lendle, JM Franklin, R Wyss, S Schneeweiss, ... Journal of Applied Statistics, 2019 | 45 | 2019 |
| Scalable Collaborative Targeted Learning for High-Dimensional Data C Ju, S Gruber, SD Lendle, A Chambaz, JM Franklin, R Wyss, ... Statistical Methods in Medical Research, 2017 | 45* | 2017 |
| Collaborative-controlled LASSO for Constructing Propensity Score-based Estimators in High-Dimensional Data C Ju, R Wyss, JM Franklin, S Schneeweiss, J Häggström, ... Statistical Methods in Medical Research, 2017 | 43 | 2017 |
| On adaptive propensity score truncation in causal inference C Ju, J Schwab, MJ van der Laan Statistical methods in medical research 28 (6), 1741-1760, 2019 | 38 | 2019 |
| Robust inference on the average treatment effect using the outcome highly adaptive lasso C Ju, D Benkeser, MJ van der Laan Biometrics, 2019 | 27 | 2019 |
| Influential node control strategy for opinion evolution on social networks C Ju, J Cao, W Zhang, M Ji Abstract and Applied Analysis 2013, 2013 | 13 | 2013 |
| Automatic music playlist continuation via neighbor-based collaborative filtering and discriminative reweighting/reranking L Zhu, B He, M Ji, C Ju, Y Chen Proceedings of the ACM Recommender Systems Challenge 2018, 1-6, 2018 | 6 | 2018 |
| C-TMLE for continuous tuning MJ van der Laan, S Rose, MJ van der Laan, A Chambaz, C Ju Targeted Learning in Data Science: Causal Inference for Complex Longitudinal …, 2018 | 6* | 2018 |
| Collaborative targeted inference from continuously indexed nuisance parameter estimators C Ju, A Chambaz, MJ van der Laan arXiv preprint arXiv:1804.00102, 2018 | 4 | 2018 |
| HONES: a fast and tuning-free homotopy method for online Newton step Y Ye, L Lei, C Ju International Conference on Artificial Intelligence and Statistics, 2008-2017, 2018 | 4 | 2018 |
| The effect of different strategies and the structure on opinion formation C Ju, Y Cao, P Zhou Discrete Dynamics in Nature and Society 2013, 2013 | 3 | 2013 |
| Author correction: analysis of the human protein atlas image classification competition W Ouyang, CF Winsnes, M Hjelmare, AJ Cesnik, L Åkesson, H Xu, ... Nature Methods 17 (9), 948, 2020 | 1 | 2020 |
| Analysis of the Human Protein Atlas Image Classification competition (vol 53, pg 961, 2019) W Ouyang, CF Winsnes, M Hjelmare, AJ Cesnik, L Akesson, H Xu, ... NATURE METHODS 17 (9), 948-948, 2020 | | 2020 |
| Analysis of the Human Protein Atlas Image Classification competition (vol 16, pg 1254, 2019) W Ouyang, CF Winsnes, M Hjelmare, L Åkesson, H Xu, DP Sullivan, ... Nature Methods 17 (1), 115-115, 2020 | | 2020 |
| Analysis of the Human Protein Atlas Image Classification competition (vol 54, pg 2112, 2019) W Ouyang, CF Winsnes, M Hjelmare, L Åkesson, H Xu, DP Sullivan, ... Nature Methods 17 (2), 241-241, 2020 | | 2020 |
Mark van der LaanJiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California BerkeleyVerified email at berkeley.edu
