A biology-driven approach identifies the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients

Paolo Fardin, Annalisa Barla, Sofia Mosci, +9

Molecular Cancer

Iterative Projection Methods for Structured Sparsity Regularization

Lorenzo Rosasco, Alessandro Verri, Matteo Santoro, +2

DSpace@MIT (Massachusetts Institute of Technology)

Feature selection for high-dimensional data

Augusto Destrero, Sofia Mosci, Christine De Mol, +2

Computational Management Science

EngineeringMachine LearningData ScienceData MiningPattern Recognition +4

A Regularized Method for Selecting Nested Groups of Relevant Genes from Microarray Data

Christine De Mol, Sofia Mosci, Magali Traskine, +1

Journal of Computational Biology

Regularized MethodEngineeringMachine LearningGeneticsGenetic Epidemiology +23

Nonparametric sparsity and regularization

Lorenzo Rosasco, Silvia Villa, Sofia Mosci, +2

arXiv (Cornell University)

Graph SparsityEngineeringMachine LearningLearning AlgorithmData Science +15

A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups

Sofia Mosci, Silvia Villa, Alessandro Verri, +1

CINECA IRIS Institutial Research Information System (University of Genoa)

Low-rank ApproximationSparse RepresentationEngineeringMachine LearningData Science +13

Proximal methods for the latent group lasso penalty

Silvia Villa, Lorenzo Rosasco, Sofia Mosci, +1

Computational Optimization and Applications

Mathematical ProgrammingEngineeringHigh-dimensional MethodStatistical InferenceProximal Methods +4

Comparison of Clinical Outcomes for Patients with Large Choroidal Melanoma after Primary Treatment with Enucleation or Proton Beam Radiotherapy

Carlo Mosci, Francesco Lanza, Annalisa Barla, +4

Ophthalmologica

The l1-l2 regularization framework unmasks the hypoxia signature hidden in the transcriptome of a set of heterogeneous neuroblastoma cell lines

Paolo Fardin, Annalisa Barla, Sofia Mosci, +3

BMC Genomics

Proton Beam Radiotherapy of Uveal Melanoma: Italian Patients Treated in Nice, France

Carlo Mosci, Sofia Mosci, Annalisa Barla, +2

European Journal of Ophthalmology