Marco Frasca

Marco Frasca Email and Phone Number

Associate Professor @ Università degli Studi di Milano
Milan, IT
Marco Frasca's Location
Milan, Lombardy, Italy, Italy
Marco Frasca's Contact Details

Marco Frasca personal email

n/a
About Marco Frasca

My research activities focus on the design of machine learning methods, with applications in bioinformatics and computational biology like the gene function prediction, drug repositioning, gene-disease prioritization, human abnormal phenotypes prediction problems. I developed new models of parametric Hopfield networks, suitable for classification problems characterized by unbalanced data, that is where one class is the large minority.I also worked on multitask classification, with the development of multitask label propagation algorithms based on task dissimilarity. In the last three years I have been working on Deep Neural Network compression, pruning, quantization, low-rank factorization techniques, for the design of multi-criteria data structures and learned indexes.

Marco Frasca's Current Company Details
Università degli Studi di Milano

Università Degli Studi Di Milano

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Associate Professor
Milan, IT
Website:
unimi.it
Employees:
10899
Marco Frasca Work Experience Details
  • Università Degli Studi Di Milano
    Associate Professor
    Università Degli Studi Di Milano
    Milan, It
    View
  • Università Degli Studi Di Milano
    Computer Science Phd Board Member
    Università Degli Studi Di Milano Mar 2023 - Present
    Milano, Lombardia, Italia
    View
  • Università Degli Studi Di Milano
    Associate Professor
    Università Degli Studi Di Milano Jan 2023 - Present
    Milan, Lombardy, Italy
    View
  • Computer Science Department, Università Degli Studi Di Milano
    Assistant Professor
    Computer Science Department, Università Degli Studi Di Milano May 2017 - Dec 2022
    Milan, Lombardy, Italy
    Cost-sensitive classification, multitask classification, Deep Learning, DNN/CNN compression, learned indexes
  • Computer Science Department, Università Degli Studi Di Milano
    Postdoctoral Research Fellow
    Computer Science Department, Università Degli Studi Di Milano May 2013 - Apr 2017
    Milan, Lombardy, Italy
    Multitask classification for unbalanced problems. Network integration, structured output prediction
  • Life Sciences Department, Università Degli Studi Di Milano
    Postdoctoral Research Fellow
    Life Sciences Department, Università Degli Studi Di Milano May 2012 - Apr 2013
    Milan, Lombardy, Italy
    Gene expression prediction from chromatin structure

Marco Frasca Skills

Qualitative Research Science Data Analysis

Marco Frasca Education Details

Frequently Asked Questions about Marco Frasca

What company does Marco Frasca work for?

Marco Frasca works for Università Degli Studi Di Milano

What is Marco Frasca's role at the current company?

Marco Frasca's current role is Associate Professor.

What is Marco Frasca's email address?

Marco Frasca's email address is m_****@****mail.it

What schools did Marco Frasca attend?

Marco Frasca attended Università Degli Studi Di Milano.

What skills is Marco Frasca known for?

Marco Frasca has skills like Qualitative Research, Science, Data Analysis.

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