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Ana Maria Kenney
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Benefits and pitfalls of the exponential mechanism with applications to hilbert spaces and functional pca
J Awan, A Kenney, M Reimherr, A Slavković
International Conference on Machine Learning, 374-384, 2019
292019
MIP-BOOST: Efficient and Effective L0 Feature Selection for Linear Regression
A Kenney, F Chiaromonte, G Felici
Journal of Computational and Graphical Statistics 30 (3), 566-577, 2021
20*2021
Simultaneous feature selection and outlier detection with optimality guarantees
L Insolia, A Kenney, F Chiaromonte, G Felici
Biometrics 78 (4), 1592-1603, 2022
192022
A blood-based metabolomic signature predictive of risk for pancreatic cancer
E Irajizad, A Kenney, T Tang, J Vykoukal, R Wu, E Murage, JB Dennison, ...
Cell Reports Medicine 4 (9), 2023
112023
Constructing a polygenic risk score for childhood obesity using functional data analysis
SJC Craig, AM Kenney, J Lin, IM Paul, LL Birch, JS Savage, ME Marini, ...
Econometrics and statistics 25, 66-86, 2023
9*2023
Robust variable selection with optimality guarantees for high-dimensional logistic regression
L Insolia, A Kenney, M Calovi, F Chiaromonte
Stats 4 (3), 665-681, 2021
72021
MDI+: A Flexible Random Forest-Based Feature Importance Framework
A Agarwal, AM Kenney, YS Tan, TM Tang, B Yu
arXiv preprint arXiv:2307.01932, 2023
52023
Epistasis regulates genetic control of cardiac hypertrophy
Q Wang, TM Tang, N Youlton, CS Weldy, AM Kenney, O Ronen, ...
Research Square, 2023
12023
Mixed Integer Programming, Whitening, and Functional Data Analysis: Improving Feature Selection in" Omics" Research
A Kenney
Pennsylvania State University, 2021
12021
Abstract P076: Contribution of the microbiome to a metabolomic signature predictive of risk for pancreatic cancer
JF Fahrmann, E Irajizad, A Kenney, T Tang, J Vykoukal, R Wu, ...
Cancer Prevention Research 16 (1_Supplement), P076-P076, 2023
2023
Econometrics and Statistics
SJC Craig, AM Kenney, J Lin, IM Paul, LL Birch, JS Savage, ME Marini, ...
2021
Benefits and Pitfalls of the Exponential Mechanism
J Awan, A Kenney, M Reimherr, A Slavkovic
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Articles 1–12