Ana M. Kenney

Efficient and Effective $L_0$ Feature Selection

F. Chiaromonte, G. Felici, Ana M. Kenney, 2018, 1808.02526.

Polygenic risk score based on weight gain trajectories is predictive of childhood obesity

K. Makova, F. Chiaromonte, L. Birch, 2019, bioRxiv.

Robust Variable Selection with Optimality Guarantees for High-Dimensional Logistic Regression

Francesca Chiaromonte, Ana Kenney, Luca Insolia, 2021, Stats.

Constructing a polygenic risk score for childhood obesity using functional data analysis

K. Makova, F. Chiaromonte, L. Birch, 2021, Econometrics and statistics.

Simultaneous feature selection and outlier detection with optimality guarantees

Giovanni Felici, Francesca Chiaromonte, Ana Kenney, 2020, Biometrics.

Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA

Matthew Reimherr, Aleksandra B. Slavkovic, Jordan Awan, 2019, ICML.

MDI+: A Flexible Random Forest-Based Feature Importance Framework

Yan Shuo Tan, Bin Yu, Ana M. Kenney, 2023, ArXiv.

MIP-BOOST: Efficient and Effective L 0 Feature Selection for Linear Regression

Giovanni Felici, Francesca Chiaromonte, Ana Kenney, 2018, J. Comput. Graph. Stat..