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Jacob Bien
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Strong rules for discarding predictors in lasso-type problems
R Tibshirani, J Bien, J Friedman, T Hastie, N Simon, J Taylor, ...
Journal of the Royal Statistical Society: Series B 74 (2), 245-266, 2010
7562010
A lasso for hierarchical interactions
J Bien, J Taylor, R Tibshirani
Annals of statistics 41 (3), 1111, 2013
6072013
Sparse Estimation of a Covariance Matrix
J Bien, R Tibshirani
Biometrika 98 (4), 807-820, 2011
4032011
Prototype Selection for Interpretable Classification
J Bien, R Tibshirani
Annals of Applied Statistics 5 (4), 2403-2424, 2011
3412011
VARX-L: Structured regularization for large vector autoregressions with exogenous variables
WB Nicholson, DS Matteson, J Bien
International Journal of Forecasting 33 (3), 627-651, 2017
2042017
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ...
Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022
1992022
Hierarchical clustering with prototypes via minimax linkage
J Bien, R Tibshirani
Journal of the American Statistical Association 106 (495), 1075-1084, 2011
1922011
High dimensional forecasting via interpretable vector autoregression
WB Nicholson, I Wilms, J Bien, DS Matteson
Journal of Machine Learning Research 21 (166), 1-52, 2020
1532020
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US
EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ...
Medrxiv, 2021.02. 03.21250974, 2021
902021
Selective inference for hierarchical clustering
LL Gao, J Bien, D Witten
Journal of the American Statistical Association 119 (545), 332-342, 2024
852024
Sparse partially linear additive models
Y Lou, J Bien, R Caruana, J Gehrke
Journal of Computational and Graphical Statistics 25 (4), 1126-1140, 2016
732016
CUR from a sparse optimization viewpoint
J Bien, Y Xu, MW Mahoney
Advances in Neural Information Processing Systems 23, 2010
572010
Hierarchical sparse modeling: A choice of two group lasso formulations
X Yan, J Bien
562017
Valid inference corrected for outlier removal
S Chen, J Bien
Journal of Computational and Graphical Statistics 29 (2), 323-334, 2020
542020
rTensor: An R package for multidimensional array (tensor) unfolding, multiplication, and decomposition
J Li, J Bien, MT Wells
Journal of Statistical Software 87, 1-31, 2018
53*2018
An open repository of real-time COVID-19 indicators
A Reinhart, L Brooks, M Jahja, A Rumack, J Tang, S Agrawal, W Al Saeed, ...
Proceedings of the National Academy of Sciences 118 (51), e2111452118, 2021
522021
Rare feature selection in high dimensions
X Yan, J Bien
Journal of the American Statistical Association 116 (534), 887-900, 2021
512021
Can auxiliary indicators improve COVID-19 forecasting and hotspot prediction?
DJ McDonald, J Bien, A Green, AJ Hu, N DeFries, S Hyun, NL Oliveira, ...
Proceedings of the National Academy of Sciences 118 (51), e2111453118, 2021
462021
Convex banding of the covariance matrix
J Bien, F Bunea, L Xiao
Journal of the American Statistical Association 111 (514), 834-845, 2016
442016
Measuring improvement in user search performance resulting from optimal search tips
N Moraveji, D Russell, J Bien, D Mease
Proceedings of the 34th international ACM SIGIR conference on Research and …, 2011
442011
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