Jinzhu Jia
Jinzhu Jia
Verified email at math.pku.edu.cn
Cited by
Cited by
Predicting execution time of computer programs using sparse polynomial regression
L Huang, J Jia, B Yu, BG Chun, P Maniatis, M Naik
Advances in neural information processing systems 23, 883-891, 2010
On model selection consistency of the elastic net when p⪢ n
J Jia, B Yu
Statistica Sinica, 595-611, 2010
Criteria for surrogate end points
H Chen, Z Geng, J Jia
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2007
On stepwise pattern recovery of the fused lasso
J Qian, J Jia
Computational Statistics & Data Analysis 94, 221-237, 2016
Multi-task sparse discriminant analysis (MtSDA) with overlapping categories
Y Han, F Wu, J Jia, Y Zhuang, B Yu
Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 2010
Assessment of causal direction between gut microbiota–dependent metabolites and Cardiometabolic health: a bidirectional Mendelian randomization analysis
J Jia, P Dou, M Gao, X Kong, C Li, Z Liu, T Huang
Diabetes 68 (9), 1747-1755, 2019
Preconditioning the lasso for sign consistency
J Jia, K Rohe
Electronic Journal of Statistics 9 (1), 1150-1172, 2015
Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs
Y He, J Jia, B Yu
The Journal of Machine Learning Research 16 (1), 2589-2609, 2015
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs
Y He, J Jia, B Yu
Annals of Statistics 41 (4), 1742-1779, 2013
Discovering word associations in news media via feature selection and sparse classification
B Gawalt, J Jia, L Miratrix, L El Ghaoui, B Yu, S Clavier
Proceedings of the international conference on Multimedia information …, 2010
The lasso under Poisson-like heteroscedasticity
J Jia, K Rohe, B Yu
Statistica Sinica, 99-118, 2013
Preconditioning to comply with the irrepresentable condition
J Jia, K Rohe
arXiv preprint arXiv:1208.5584, 2012
Concise comparative summaries (CCS) of large text corpora with a human experiment
J Jia, L Miratrix, B Yu, B Gawalt, L El Ghaoui, L Barnesmoore, S Clavier
Annals of Applied Statistics 8 (1), 499-529, 2014
Elastic-net regularized high-dimensional negative binomial regression: consistency and weak signals detection
H Zhang, J Jia
arXiv preprint arXiv:1712.03412, 2017
Sparse poisson regression with penalized weighted score function
J Jia, F Xie, L Xu
Electronic Journal of Statistics 13 (2), 2898-2920, 2019
Summarizing large-scale, multiple-document news data: sparse methods and human validation
L Miratrix, J Jia, B Gawalt, B Yu, L El Ghaoui
submitted to JASA, 2011
SBA-term: Sparse bilingual association for terms
X Dai, J Jia, L El Ghaoui, B Yu
2011 IEEE Fifth International Conference on Semantic Computing, 189-192, 2011
The lasso under heteroscedasticity
J Jia, K Rohe, B Yu
arXiv preprint arXiv:1011.1026, 2010
A Bayesian approach to real-time monitoring and forecasting of Chinese foodborne diseases
X Wang, M Zhou, J Jia, Z Geng, G Xiao
International journal of environmental research and public health 15 (8), 1740, 2018
L1 least squares for sparse high-dimensional LDA
Y Li, J Jia
Electronic Journal of Statistics 11 (1), 2499-2518, 2017
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