Likelihood-based selection and sharp parameter estimation X Shen, W Pan, Y Zhu Journal of the American Statistical Association 107 (497), 223-232, 2012 | 312 | 2012 |
An augmented ADMM algorithm with application to the generalized lasso problem Y Zhu Journal of Computational and Graphical Statistics 26 (1), 195-204, 2017 | 101 | 2017 |
Structural pursuit over multiple undirected graphs Y Zhu, X Shen, W Pan Journal of the American Statistical Association 109 (508), 1683-1696, 2014 | 92 | 2014 |
On constrained and regularized high-dimensional regression X Shen, W Pan, Y Zhu, H Zhou Annals of the Institute of Statistical Mathematics 65 (5), 807-832, 2013 | 91 | 2013 |
Simultaneous grouping pursuit and feature selection over an undirected graph Y Zhu, X Shen, W Pan Journal of the American Statistical Association 108 (502), 713-725, 2013 | 65 | 2013 |
Optimizing search engine revenue in sponsored search Y Zhu, G Wang, J Yang, D Wang, J Yan, J Hu, Z Chen Proceedings of the 32nd international ACM SIGIR conference on Research and …, 2009 | 51 | 2009 |
Estimation of multiple networks in Gaussian mixture models C Gao, Y Zhu, X Shen, W Pan Electronic journal of statistics 10, 1133, 2016 | 43 | 2016 |
Personalized prediction and sparsity pursuit in latent factor models Y Zhu, X Shen, C Ye Journal of the American Statistical Association 111 (513), 241-252, 2016 | 42 | 2016 |
Optimal exact least squares rank minimization S Xiang, Y Zhu, X Shen, J Ye Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 37 | 2012 |
Multiple matrix gaussian graphs estimation Y Zhu, L Li Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2018 | 28 | 2018 |
On high-dimensional constrained maximum likelihood inference Y Zhu, X Shen, W Pan Journal of the American Statistical Association, 2019 | 17 | 2019 |
Revenue optimization with relevance constraint in sponsored search Y Zhu, G Wang, J Yang, D Wang, J Yan, Z Chen Proceedings of the Third International Workshop on Data Mining and Audience …, 2009 | 15 | 2009 |
A convex optimization formulation for multivariate regression Y Zhu Advances in Neural Information Processing Systems 33, 17652-17661, 2020 | 7 | 2020 |
Spectral estimation using multitaper whittle methods with a Lasso penalty S Tang, PF Craigmile, Y Zhu IEEE Transactions on Signal Processing 67 (19), 4992-5003, 2019 | 5 | 2019 |
An algorithmic view of regularization and some path-following algorithms Y Zhu, R Liu Journal of Machine Learning Research 22, 1-62, 2021 | 3 | 2021 |
Predictive Model Degrees of Freedom in Linear Regression B Luan, Y Lee, Y Zhu arXiv preprint arXiv:2106.15682, 2021 | 2 | 2021 |
Competitive analysis from click-through log G Wang, J Hu, Y Zhu, H Li, Z Chen Proceedings of the 18th international conference on World wide web, 1051-1052, 2009 | 2 | 2009 |
Collaborative multilabel classification Y Zhu, X Shen, H Jiang, WH Wong Journal of the American Statistical Association 118 (542), 913-924, 2023 | 1 | 2023 |
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve R Liu, Y Zhu Advances in neural information processing systems 35, 30720-30731, 2022 | 1 | 2022 |
Multilabel classification with multivariate time series predictors Y Che, Y Zhu, X Shen IEEE Transactions on Signal Processing 68, 5696-5705, 2020 | 1 | 2020 |