Hierarchical sparse modeling: A choice of two group lasso formulations X Yan, J Bien Statistical Science 32 (4), 531-560, 2017 | 65* | 2017 |
Rare feature selection in high dimensions X Yan, J Bien Journal of the American Statistical Association 116 (534), 887-900, 2021 | 52 | 2021 |
Tree-Aggregated Predictive Modeling of Microbiome Data J Bien, X Yan, L Simpson, CL Müller Scientific Reports 11 (1), 2021 | 31 | 2021 |
Geographic Variation in Sudden Unexpected Infant Death in the United States EA Mitchell, X Yan, SY Ren, TM Anderson, JM Ramirez, JML Ferres, ... The Journal of Pediatrics 220, 49-55.e2, 2020 | 16 | 2020 |
Aegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems X Yan, K Hsieh, Y Liyanage, M Ma, M Chintalapati, Q Lin, Y Dang, ... 2023 IEEE/ACM 45th International Conference on Software Engineering …, 2023 | 10* | 2023 |
Altitude and risk of sudden unexpected infant death in the United States R Johnston, X Yan, TM Anderson, EA Mitchell Scientific Reports 11 (1), 2021 | 7 | 2021 |
Testing for Conditional Mean Independence with Covariates through Martingale Difference Divergence Z Jin, X Yan, DS Matteson 34th Conference on Uncertainty in Artificial Intelligence (UAI 2018), 2-12, 2018 | 4 | 2018 |
Statistical Learning for Structural Patterns with Trees X Yan Cornell University, 2018 | 1 | 2018 |
Detecting and mitigating cross-layer impact of change events on a cloud computing system YAN Xiaohan, K Hsieh, MM Chintalapati, Y Dang US Patent 12,045,117, 2024 | | 2024 |
An Improved Online Penalty Parameter Selection Procedure for ℓ1-Penalized Autoregressive with Exogenous Variables WB Nicholson, X Yan arXiv preprint arXiv:2010.07594, 2020 | | 2020 |
On a Bernoulli Autoregression Framework for Link Discovery and Prediction X Yan, AS Bijral arXiv preprint arXiv:2007.11811, 2020 | | 2020 |
rare: Linear Model with Tree-Based Lasso Regularization for Rare Features X Yan, J Bien R package version 0.1.1, 2018 | | 2018 |
hsm: A Path-Based BCD for Proximal Function of Latent Group Lasso X Yan, J Bien R package version 0.2.0, 2018 | | 2018 |