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Dario Malchiodi

Università degli Studi di Milano unimi
(associate professor)
INRIA + UCA INRIA + UCA
(visiting scientist)
Data Science Research Centre DSRC
(scientific board)


News
14/06/2024 teaching SAD
June oral tests of Statistics and data analysis
Students enrolled in the Statistics and data analysis test of 12/6 should receive an e-mail message containing the results and the schedule of oral tests, which will take place in the Computer Science Department, on Friday 14/6 at 9:00 and 14:00 (sala riunioni quinto piano), and on Monday 17/6 at 8:30 (sala riunioni quinto piano) and 14:00 (lab. magistrale quinto piano). The public correction of the exam will take place on 17/6 at the end of the oral exams.
10/06/2024 teaching SAD
Place and time of the Statistics and data analysis written test of June 12th, 2024
The Statistics and data analytics written test of 12/6 will take place in the classrooms delta, tau and lambda of the computer science department, at 8:30. Participants can bring a book and a notebook for consultation.
17/05/2024 teaching AMD
Last lecture of the Algorithms for massiver datasets course
The last lecture of Algorithms for massive datasets will be held on 29/5 in the "Lab. Laurea Magistrale" classroom on the fifth floor of the Computer science department, rather than on the 28/5 as previously announced.
17/05/2024 teaching AMD
Projects for the «Algorithms for massive datasets» course (Master in Computer Science)
The description of the projects for the course «Algorithms for massive datasets» for the Master in «Computer Science» are available. A joint project with the «Statistical methods for machine learning» course will be published shortly.
Older news

Teaching activities


Bachelor, master and PhD

  • Algorithms for massive data (DSE) @unimi master Lectures are in English 2022-232023-24
  • Algorithms for massive datasets @unimi master Lectures are in English 2022-232023-24
  • Deep learning in bioinformatics @unimi PhD Lectures are in English 2023-24
  • Efficacy and efficiency evaluation of machine learning models @unimi PhD Lectures are in English 2023-24
  • Statistics and data analytics @unimi bachelor Lectures are in italian 2022-232023-24
All activities

Research


Research areas

  • Data-driven induction of fuzzy sets
  • Compression of machine learning models
  • Mining of knowledge bases in semantic Web
  • Negative example selection in bioinformatics
  • ML-based COVID-19 risk prediction
  • Application of ML in veterinary and forensics
  • Popularization of informatics culture
All areas

Projects

All projects

Publications


[Paravisi et al., 2024] Paravisi Mattia, Visconti Andrea and Malchiodi Dario Security Analysis of Cryptographic Algorithms: Hints from Machine Learning, in Proceedings of the 25th International Conference on Engineering Applications on Neural Networks, Springer, 2024, In press [BIBTEX]

[Frasson and Malchiodi, 2024] Frasson Marco and Malchiodi Dario Support Vector Based Anomaly Detection in Federated Learning, in Proceedings of the 25th International Conference on Engineering Applications on Neural Networks, Springer, 2024, In press [BIBTEX]

[Malchiodi et al., 2024] Malchiodi Dario, Raimondi Davide, Fumagalli Giacomo, Giancarlo Raffaele and Frasca Marco The role of classifiers and data complexity in learned Bloom filters: insights and recommendations, Journal of Big Data 11 - 45 (2024) [doi> BIBTEX]

[Nicolini et al., 2024] Nicolini Marco, Malchiodi Dario, Cabri Alberto, Cavalleri Emanuele, Mesiti Marco, Paccanaro Alberto, Robinson Peter N., Reese Justin, Casiraghi Elena and Valentini Giorgio Fine-Tuning of Conditional Transformers Improves the Generalization of Functionally Characterized Proteins, in BIOSTEC 2024 - 17th International Joint Conference on Biomedical Engineering Systems and Technologies - Proceedings, Vol. 1, SCITEPRESS (ISBN 978-989-758-688-0), 561-568, 2024 [doi> BIBTEX]

[Gliozzo et al., 2024] Gliozzo Jessica, Marinò Giosuè, Bonometti Arturo, Frasca Marco and Malchiodi Dario Resource-Limited Automated Ki67 Index Estimation in Breast Cancer, in Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications (ICBRA '23), New York, NY, USA: ACM, 165–172, 2024 [doi> BIBTEX]

[Valentini et al., 2023] Valentini Giorgio, Malchiodi Dario, Gliozzo Jessica, Mesiti Marco, Soto-Gomez Mauricio, Cabri Alberto, Reese Justin, Casiraghi Elena and Robinson Peter N. The promises of large language models for protein design and modeling, Frontiers in Bioinformatics 3 (2023), 1304099 [doi> BIBTEX]

[Marinò et al., 2023] Marinò Giosuè C., Furia Flavio, Malchiodi Dario and Frasca Marco Efficient and Compact Representations of Deep Neural Networks via Entropy Coding, IEEE Access 11 (2023), 106103—106125 [doi> BIBTEX]

[Ruschioni et al., 2023] Ruschioni Giulia, Malchiodi Dario, Zanaboni Anna M. and Bonizzoni Letizia Supervised learning algorithms as a tool for archaeology: classification of ceramic samples described by chemical element concentrations, Journal of Archaeological Science: Reports 49 (2023), 103995 [doi> BIBTEX]

[Malchiodi et al., 2023] Malchiodi Dario, Raimondi Davide, Fumagalli Giacomo, Giancarlo Raffaele and Frasca Marco A Critical Analysis of Classifier Selection in Learned Bloom Filters: the Essentials, in L. Iliadis, I. Maglogiannis, S. Alonso Castro, C. Jayne and E. Pimenidis (Eds.), Engineering Application of Neural Networks — 24th International Conference — EAAAI/EANN 2023 — León, Spain, June 14—17, 2023 —Proceedings, Springer Nature, Communications in Computer and Information Science 1826, 47—61, 2023 [doi> preprint BIBTEX]

[Marinò et al., 2023a] Marinò Giosuè C., Petrini Alessandro, Malchiodi Dario and Frasca Marco Deep neural networks compression: a comparative survey and choice recommendations, Neurocomputing 520 (2023), 152—170 [doi> BIBTEX]

[Condorelli and Malchiodi, 2022] Condorelli Andrea and Malchiodi Dario Designing a Master Course on Architectures for Big Data: A Collaboration Between University and Industry, Informatics in Education 4 (2022), 635—653 [doi> BIBTEX]

[Zanaboni et al., 2022] Zanaboni Anna M., Malchiodi Dario, Bonizzoni Letizia and Ruschioni Giulia Classification of Pottery Fragments Described by Concentration of Chemical Elements, in P. L. Mazzeo, E. Frontoni, S. Sclaroff and C. Distante (Eds.), Image Analysis and Processing. ICIAP 2022 Workshops. ICIAP 2022., Vol. 13373, Cham: Springer, Lecture Notes in Computer Science (ISBN 978-3-031-13320-6), 141—151, 2022 [doi> BIBTEX]

[Fumagalli et al., 2022] Fumagalli Giacomo, Raimondi Davide, Giancarlo Raffaele, Malchiodi Dario and Frasca Marco On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters, in Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods — ICPRAM, SciTePress (ISBN 978-989-758-549-4), 675—682, 2022 [doi> BIBTEX]

[Galizzi et al., 2021] Galizzi Alberto, Bagardi Mara, Stranieri Angelica, Zanaboni Anna M., Malchiodi Dario, Borromeo Vitaliano, Brambilla Paola G. and Locatelli Chiara Factors affecting the urinary aldosterone-to-creatinine ratio in healthy dogs and dogs with naturally occurring myxomatous mitral valve disease, BMC Veterinary Research 17 - 1 (2021), 1—14 [doi> BIBTEX]

All publications