Post-Doc Research Fellow at Dipartimento di Ingegneria dell’Informazione, Università degli Studi di Firenze.

My research interests include constrained, multi-objective and sparse non-linear optimization and optimization methods for machine learning and statistics.

Summer 2022 Events

GOL is organizing two relevant scientific events this summer:

OBA Summer School, 3rd edition, to be held in Veroli (FR) from 3rd to 9th July
ODS Conference 2022, to be held in Florence from 30th August to 2nd September

Publications

For an updated list of publications see:

My Google Scholar Profile
My ORCID number: 0000-0002-2488-5486

Talks

ODS 2021 (Rome) – A Unifying Framework for Sparsity Constrained Optimization
SIMAI 2020+2021 (Parma) – A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems
SIAM Conference on Optimization (OP21) – A Penalty Decomposition Approach for Multi-Objective Cardinality-Constrained Optimization Problems.
EUROPT 2021 (Toulouse, virtual) – A Derivative-free Adaptation of the Penalty Decomposition Method for Sparse Optimization.
ODS 2019 (Genova) – An Efficient Optimization Approach for Subset Selection, with Application to Linear Regression and Auto-Regressive Time Series.

Contacts

Via di Santa Marta, 3 – 50139 Firenze FI (Italy)

E-mail: matlapucci at gmail dot com