Invited Talks
Talks delivered during international conferences as an invited speaker.
1
10th Annual Minisymposium on Computational Topology. Part of CG Week 2022 (June 2022, Berlin, Germany)
Group Equivariant Non-Expansive Operators: a novel approach to deep learning grounded in Topological Data Analysis.
Minisymposium website.
Contributed Talks
Talks delivered during international conferences as a contributed speaker.
2
Poster Session: Group Equivariant Non-Expansive Operators: a mathematical tool to build Explainable Networks.
Workshop website.
3
Workshop "Matematica per l'Intelligenza Artificiale e il Machine Learning: Giovani ricercatori" (November 2022, Turin, Italy)
Group Equivariant Non-Expansive Operators: from TDA to Neural Networks.
Workshop website.
4
Conference "Statistics and Data Science" (April 2023, Pavia, Italy)
A new paradigm for Artificial Intelligence based on Group Equivariant Non-
Expansive Operators (GENEOs) applied to protein pocket detection.
Conference website.
5
Conference "SIS 2023 - Statistical Learning, Sustainability and Impact Evaluation" (June 2023, Ancona, Italy)
Explainable Machine Learning based on Group Equivariant Non-Expansive
Operators (GENEOs). Protein pocket detection: a case study.
Conference website.