Concepedia

Jacob Bien

JB

35

Publications

2.5K

Citations

22

H-Index

2009

Active since

Affiliations

University of Southern California(Current)

Stanford University

Carnegie Mellon University

University of Washington

University of British Columbia

Jacob Bien is an author at University of Southern California specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceStatisticsMachine LearningStatistical InferenceComputer SciencePredictive AnalyticsPattern RecognitionData MiningKnowledge Discovery

Publications per year

2009–2024

35

Publications

35

Strong Rules for Discarding Predictors in Lasso-Type Problems

Robert Tibshirani, Jacob Bien, Jerome H. Friedman et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 689 citations · Full text

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

Estee Y. Cramer, Evan L Ray, Velma K. Lopez et al. · Proceedings of the National Academy of Sciences · 2022 · 296 citations · Full text

Prototype selection for interpretable classification

Jacob Bien, Robert Tibshirani · The Annals of Applied Statistics · 2011 · 247 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Hierarchical Clustering With Prototypes via Minimax Linkage

Jacob Bien, Robert Tibshirani · Journal of the American Statistical Association · 2011 · 197 citations · Full text

The United States COVID-19 Forecast Hub dataset

Estee Y. Cramer, Yuxin Huang, Yijin Wang et al. · Scientific Data · 2022 · 119 citations · Full text

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