Search Results - "Luca Insolia"

Honey bee colony loss linked to parasites, pesticides and extreme weather across the United States by Insolia, Luca, Molinari, Roberto, Rogers, Stephanie R., Williams, Geoffrey R., Chiaromonte, Francesca, Calovi, Martina

“…Honey bee ( Apis mellifera ) colony loss is a widespread phenomenon with important economic and biological implications, whose drivers are still an open matter…”
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Author Correction: Honey bee colony loss linked to parasites, pesticides and extreme weather across the United States by Insolia, Luca, Molinari, Roberto, Rogers, Stephanie R, Williams, Geoffrey R, Chiaromonte, Francesca, Calovi, Martina

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Estimation and uncertainty quantification of magma interaction times using statistical emulation by Luca Insolia, Stéphane Guerrier, Chiara P. Montagna, Maria-Pia Victoria-Feser, Luca Caricchi

“…The evolution of volcanic plumbing systems, which controls the style and size of eruptions, is largely determined by processes at depths that are not…”
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Robust Variable Selection with Optimality Guarantees for High-Dimensional Logistic Regression by Insolia, Luca, Kenney, Ana, Calovi, Martina, Chiaromonte, Francesca

“…High-dimensional classification studies have become widespread across various domains. The large dimensionality, coupled with the possible presence of data…”
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Colposcopy Accuracy and Diagnostic Performance: A Quality Control and Quality Assurance Survey in Italian Tertiary-Level Teaching and Academic Institutions-The Italian Society of Colposcopy and Cervico-Vaginal Pathology (SICPCV) by Origoni, Massimo, Cantatore, Francesco, Sopracordevole, Francesco, Clemente, Nicolò, Spinillo, Arsenio, Gardella, Barbara, De Vincenzo, Rosa, Ricci, Caterina, Landoni, Fabio, Di Meo, Maria Letizia, Ciavattini, Andrea, Di Giuseppe, Jacopo, Preti, Eleonora, Iacobone, Anna Daniela, Carriero, Carmine, Dellino, Miriam, Capodanno, Massimo, Perino, Antonino, Miglioli, Cesare, Insolia, Luca, Barbero, Maggiorino, Candiani, Massimo

“…Quality Control (QC) and Quality Assurance (QA) principles are essential for effective cervical cancer prevention. Being a crucial diagnostic step,…”
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Fast and robust clustering of general-shaped structures with tk-merge by Insolia, Luca, Perrotta, Domenico

“…In real-world applications, the group of provenance of data can be inherently uncertain, the data values can be imprecise and some of them can be wrong. We…”
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Simultaneous feature selection and outlier detection with optimality guarantees by Insolia, Luca, Kenney, Ana, Chiaromonte, Francesca, Felici, Giovanni

“…Biomedical research is increasingly data rich, with studies comprising ever growing numbers of features. The larger a study, the higher the likelihood that a…”
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Elegant robustification of sparse partial least squares by robustness-inducing transformations by Serneels, Sven, Insolia, Luca, Verdonck, Tim

“…Robust alternatives exist for many statistical estimators. State-of-the-art robust methods are fine-tuned to optimize the balance between statistical…”
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Publisher Correction: Honey bee colony loss linked to parasites, pesticides and extreme weather across the United States by Insolia, Luca, Molinari, Roberto, Rogers, Stephanie R., Williams, Geoffrey R., Chiaromonte, Francesca, Calovi, Martina

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Tk-merge: Computationally Efficient Robust Clustering Under General Assumptions by Insolia, Luca, Perrotta, Domenico

“…We address general-shaped clustering problems under very weak parametric assumptions with a two-step hybrid robust clustering algorithm based on trimmed…”
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Inference for Large Scale Regression Models with Dependent Errors by Voirol, Lionel, Xu, Haotian, Zhang, Yuming, Insolia, Luca, Molinari, Roberto, Guerrier, Stéphane

“…The exponential growth in data sizes and storage costs has brought considerable challenges to the data science community, requiring solutions to run learning…”
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Doubly Robust Feature Selection with Mean and Variance Outlier Detection and Oracle Properties by Insolia, Luca, Chiaromonte, Francesca, Li, Runze, Riani, Marco

“…We propose a general approach to handle data contaminations that might disrupt the performance of feature selection and estimation procedures for…”
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Simultaneous Feature Selection and Outlier Detection with Optimality Guarantees by Insolia, Luca, Kenney, Ana, Chiaromonte, Francesca, Felici, Giovanni

“…Sparse estimation methods capable of tolerating outliers have been broadly investigated in the last decade. We contribute to this research considering…”
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