Ongoing projects (PI or partner)
PRIN PNRR project: "Advanced optimization METhods for automated central veIn Sign detection in multiple sclerosis from magneTic resonAnce imaging (AMETISTA)".
Period: 2023-2025.
Awarding body: Italian Ministry of University and Research.
Role: Associated Investigator (PI: dr. Federica Porta).
PRIN project: "Inverse problems in PDE: theoretical and numerical analysis".
Period: 2023-2025.
Awarding body: Italian Ministry of University and Research.
Role: Associated Investigator (PI: prof. Giovanni Alberti).
Ongoing projects (participant)
INdAM GNCS project: "Metodi di ottimizzazione data-driven: nuove prospettive teoriche e pratiche".
Period: 2023-2024.
Awarding body: INdAM group "Gruppo Nazionale per il Calcolo Scientifico" (GNCS).
PI: Giorgia Franchini.
Past projects
2022-2023 INdAM GNCS project: "Ottimizzazione adattiva per il machine learning". Role: PI.
2021-2022 CNRS, International Emerging Actions (IEA) projets: "Variable-Metric and inexact sparse Optimisation for Super-resolution microscopy (VaMOS)". Role: Foreign PI.
2020 INdAM GNCS: Numerical optimization in Image Restoration and Reconstruction. Role: participant.
2019-2022 Italian Ministry of Foreign Affairs and International Cooperation, Serbian Ministry of Education, Science and Technological Development: "Second order methods for optimisation problems in machine learning". Role: participant.
2019 INdAM GNCS: Advanced methods in nonlinear optimization for image processing. Role: participant.
2016 INdAM GNCS: New frontiers of nonsmooth optimization in inverse problems. Role: participant.
2015 UNIMORE FAR: Economic decision-making: Empathic social interactions, neural correlates and prediction models. Role: participant.
2014 UNIMORE FAR: New optimization strategies for image reconstruction. Role: participant.
2014 UNIMORE Mobility Actions: Optimization methods for inverse problems and parameters estimation. Role: participant.
2012 FIRB Future in Research: Learning meets time: a new computational approach for learning in dynamic systems. Role: participant.
Past research grants
2017 INdAM Research grant for a visiting period in foreign institutions.
Chosen foreign institution: Laboratoire I3S, Université Nice-Sophia Antipolis, France.
2017 INdAM GNCS Young Researchers Financial Support.
Project title: Acceleration techniques and automatic parameters selection in inexact first-order methods.
2016 INdAM GNCS Young Researchers Financial Support.
Project title: Alternating variable metric optimization methods for nonconvex nondifferentiable optimization.