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Luca Insolia
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Honey bee colony loss linked to parasites, pesticides and extreme weather across the United States
L Insolia, R Molinari, SR Rogers, GR Williams, F Chiaromonte, M Calovi
Scientific reports 12 (1), 20787, 2022
402022
Simultaneous feature selection and outlier detection with optimality guarantees
L Insolia, A Kenney, F Chiaromonte, G Felici
Biometrics 78 (4), 1592-1603, 2022
192022
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
A robust estimation approach for mean-shift and variance-inflation outliers
L Insolia, F Chiaromonte, M Riani
Festschrift in Honor of R. Dennis Cook: Fifty Years of Contribution to …, 2021
52021
Colposcopy Accuracy and Diagnostic Performance: A Quality Control and Quality Assurance Survey in Italian Tertiary-Level Teaching and Academic Institutions—The Italian Society …
M Origoni, F Cantatore, F Sopracordevole, N Clemente, A Spinillo, ...
Diagnostics 13 (11), 1906, 2023
42023
Doubly robust feature selection with mean and variance outlier detection and oracle properties
L Insolia, F Chiaromonte, R Li, M Riani
arXiv preprint arXiv:2106.11941, 2021
22021
Tk-merge: Computationally efficient robust clustering under general assumptions
L Insolia, D Perrotta
International Conference on Soft Methods in Probability and Statistics, 216-223, 2022
12022
Fast and robust clustering of general-shaped structures with tk-merge
L Insolia, D Perrotta
International Journal of Approximate Reasoning, 109152, 2024
2024
Elegant robustification of sparse partial least squares by robustness-inducing transformations
S Serneels, L Insolia, T Verdonck
Statistics, 1-21, 2024
2024
Multivariate Finite-Sample Adjustments for Equivalence Testing
Y Boulaguiem, L Insolia, V FESER, M PIA, DL Couturier, S Guerrier
COMPSTAT 2023: PROGRAMME AND ABSTRACTS, 33-33, 2023
2023
Estimation and Uncertainty Quantification of Magma Interaction Times using Statistical Emulation
L Insolia, S Guerrier, CP Montagna, MP Victoria-Feser, L Caricchi
EarthArXiv, 2022
2022
Approaches for Outlier Detection in Sparse High-Dimensional Regression Models
L Insolia
Scuola Normale Superiore, 2022
2022
Discrete Optimization for Robust Feature Selection
L Insolia
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Articles 1–13