PhD courses

@ MaLGa, UniGe, Italy

Computational Imaging and Learning: from physics to data-driven approaches.

Course duration: 24 hours (lectures + Python labs)

Website: https://malga.unige.it/education/schools/cil/ 

Material available upon request.

@ Lake Como School of Advanced Studies, Italy

Explainable, Trustworthy and Robust Artificial Intelligence (ExTRAInt) PhD school 

Optimisation-driven deep learning

Course duration: 5 hours (lectures + Python notebooks)

Material available upon request.

@ UniBo, Italy

Academic year 2022/2023

Smooth and non-smooth, convex and non-convex optimisation for imaging

PhD winter school on "Advanced methods for mathematical image analysis".

Course duration: 8 hours (lectures + exercise and lab classes)

Teaching assistants: M. Lazzaretti (UniGe, UCA).

Course website and material: Click here.

@ École Peyresq 2020-2021, France

Short course: Bilevel optimisation models for hyperparameter estimation in imaging inverse problems 

XV École GRETSI: Signal and image processing for the co-design of innovative imaging systems: physique, mathematics and algorithms

Organisers: L. Blanc-Féraud (I3S), A. Almansa (CNRS)

Course website: Click here

Material available upon request.

@ UniBo, Italy

Academic year 2018/2019

Variational and PDE models for mathematical image processing

PhD Program in Mathematics.

Period: 9-17 May 2019.

Course website: click here.

Material available upon request.

BSc Courses

@ UniGe, Italy

Academic year 2025/2026

Introduction to Data Science and Machine Learning

BSc in Computer Science, 1st semester, 6CFU, II semester.

Lecturer: L. Calatroni, L. Rosasco.

Course website: Click here

Material available on AulaWeb and upon request.

@ École Polytechnique, France

Academic years 2017/2018, 2018/2019

Discrete Mathematics (MAA 103): exercise classes

Bachelor Program.

Lecturer: I. Kortchemski.

Material available upon request.

Mathematical Modelling (MAA 107): exercise classes

Bachelor Program, 2nd semester.

Lecturers: V. Bansaye, T. Mastrolia.

Material available upon request.

@ University of Cambridge, UK

Academic years 2013/2014, 2014/2015​.

- supervisor of the course Analysis II, Part IB of the Mathematical Tripos, Michaelmas  2013, Michaelmas 2014.

- supervisor of the course Topics in Analysis, Part II of the Mathematical Tripos, Michaelmas 2014.

Material available upon request.

@ UniPv, Italy

Academic years 2009/2010, 2010/2011​.

- teaching assistant of the course Calculus and elementary Probability, BsC in Natural Sciences.

- teaching assistant of the course Geometry I, BsC in Mathematics.

Material available upon request.