Publications

Estimation and uncertainty quantification of magma interaction times using statistical emulation
Evolution of volcanic plumbing systems towards eruptions of different styles and sizes largely depends on processes at crustal depths …
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Honey bee colony loss linked to parasites, pesticides and extreme weather across the United States
Honey bee (Apis mellifera) colony loss is a widespread phenomenon with important economic and biological implications, whose drivers …
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Tk-merge: Computationally Efficient Robust Clustering Under General Assumptions
We address general-shaped clustering problems under very weak parametric assumptions with a two-step hybrid robust clustering algorithm …
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Tk-merge: Computationally Efficient Robust Clustering Under General Assumptions
We address general-shaped clustering problems under very weak parametric assumptions with a two-step hybrid robust clustering algorithm …
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Doubly Robust Feature Selection with Mean and Variance Outlier Detection and Oracle Properties
We propose a general approach to handle data contaminations that might disrupt the performance of feature selection and estimation …
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Simultaneous Feature Selection and Outlier Detection with Optimality Guarantees
Biomedical research is increasingly data rich, with studies comprising ever growing numbers of features. The larger a study, the higher …
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Robust Variable Selection with Optimality Guarantees for High-Dimensional Logistic Regression
High-dimensional classification studies have become widespread across various domains. The large dimensionality, coupled with the …
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A Robust Estimation Approach for Mean-Shift and Variance-Inflation Outliers
We consider a classical regression model contaminated by multiple outliers arising simultaneously from mean-shift and …
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