Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
A Variance-aware Multiobjective Louvain-like Method for Community Detection in Multiplex Networks
Published in Journal of Complex Networks, 2022
Laplacian-based Semi-Supervised Learning in Multilayer Hypergraphs by Coordinate Descent
Published in EURO Journal on Computational Optimization, 2023
Learning the Right Layers: a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs
Published in International Conference on Machine Learning (ICML), 2023
Collaboration and topic switches in science
Published in Scientific Reports, 2024
What we should learn from pandemic publishing
Published in Nature Human Behaviour, 2024
teaching
Teaching assistant
University of Padova, Science Department March 2020 - June 2020
Didactic support and preparation of exercises for the course of Mathematics 2 of the Degree in Materials Sciences.
Teaching assistant
University of Padova, Agronomy Department May 2021 - Sep. 2021
Didactic support and preparation of exercises for all the courses of Mathematics of the Department of Agronomy, Food, Natural Resources, Animals and Environment.
Teaching assistant
University of Padova, Agronomy Department October 2022 - June 2023
Didactic support for the course of Mathematics of the Department of Territory and Agro-Forestry Systems.
Research Mentoring and Co-Supervision
University of Padova, Padova, Italy January 2023 - December 2023
- Angelica Crepaldi, “Louvain-like methods for community detection in multilayer hypergraphs”, Master Thesis in Mathematics, with Prof. Francesco Rinaldi
- Matteo Bergamaschi, “Direct Search Methods for Influence Maximization problems”, Master Thesis in Data Science, with Prof. Francesco Rinaldi
- Ivan Piacere, “Community detection methods applied to chromatin tracing”, Master Thesis in Data Science, with Prof. Francesco Rinaldi and Irene Farabella (Istituto Italiano di Tecnologia), ongoing
- Denis Duval (Télécom Paris), “Model pruning via bilevel optimization”, Master Thesis in Computer Science and Applied Mathematics, with Prof. Francesco Rinaldi, ongoing
- Balthazar Mignard (Télécom Paris), “A case study on severe malaria disease in Europe”, Master Thesis in Computer Science and Applied Mathematics, with Prof. Francesco Rinaldi and Ascoli Tommaso, D’Abramo Alessandra, Nicastri Emanuele (Istituto Nazionale per le Malattie Infettive “L.Spallanzani”), ongoing