teaching
Classes and research mentorship.
University Campus-Bio-Medico of Rome
Machine Learning & Big Data Analytics
Spring 2021-2022: Assistant professor
It is an upper-division introduction to artificial intelligence. Throughout the course, I covered both machine learning (validation methods, data cleaning, decision tree, nearest neighbour) and deep learning (convolutional neural network, autoencoder) methods with practical lessons.
Computer Vision
Winter 2021-2022: Assistant professor
It is an upper-division introduction to computer vision. Throughout the course, I covered Generative Deep Learning and eXplainable Artificial Intelligence section, covering both theory and practical sessions.
Polytechnic University of Milan - ELIS
Fundamentals of Computer Science
Winter 2021-2022: Assistant professor
It is a course on software engineering in C++. I co-organized and taught the course, held regular office hours, and designed and graded homework.
Fundamentals of Computer Science
Winter 2020-2021: Assistant professor
It is a course on software engineering in C++. I co-organized and taught the course, held regular office hours, and designed and graded homework.
Research Mentorship
Master's Students
- F. Ruffini (UCBM - 2021-2022)
Unsupervised Concept Discovery in Medical Field
- C. Cerfeda (UCBM - 2021)
How do deep networks learn from small medical dataset: an experimental investigation in radiomics for lung cancer
Bachelor's Student
- E. Papa (UCBM - 2021)