Jacob Bien
University of Southern California(US)
Publications by Year
Research Areas
Statistical Methods and Inference, Gene expression and cancer classification, COVID-19 epidemiological studies, Advanced Statistical Methods and Models, Sparse and Compressive Sensing Techniques
Most-Cited Works
- → Strong Rules for Discarding Predictors in Lasso-Type Problems(2011)697 cited
- → Prototype selection for interpretable classification(2011)250 cited
- → Hierarchical Clustering With Prototypes via Minimax Linkage(2011)197 cited
- → Selective Inference for Hierarchical Clustering(2022)97 cited
- → An open repository of real-time COVID-19 indicators(2021)66 cited
- → Comparing trained and untrained probabilistic ensemble forecasts of COVID-19 cases and deaths in the United States(2022)66 cited
- → Sparse Partially Linear Additive Models(2015)54 cited
- → Can auxiliary indicators improve COVID-19 forecasting and hotspot prediction?(2021)48 cited
- → Convex Banding of the Covariance Matrix(2015)43 cited
- → Hierarchical Sparse Modeling: A Choice of Two Group Lasso Formulations(2017)42 cited