Mirko Polato
Assistant Professor University of Turin, Department of Computer Science
[name].[surname]@unito.it
Office A1 (1st Floor)
Corso Svizzera 185
10149, Torino (TO), Italy
Hi there! My name is Mirko Polato and I am an Assistant Professor in the Department of Computer Science at the University of Turin (Italy).
I received my MSc and Ph.D. in Brain, Mind, and Computer Science from the University of Padova (Italy) in 2013 and 2018, respectively. In 2017, I was a visiting Ph.D. student at the Delft University of Technology in the Multimedia Computing group. From 2018 to 2021, I have spent three years as a post-doctoral fellow at the University of Padova.
Currently, I have published 40+ research articles on international conferences and journals. I served as a Program Committee member of several international conferences and as a guest editor and referee for several international journals.
My main research interests include federated learning
, interpretable machine learning
, cybersecurity
, recommender system
, and representation learning
.
news
Oct 1, 2024 | Our paper Improving Rule-Based Classifiers by Bayes Point Aggregation has been accepted for publication in the journal Neurocomputing. |
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Aug 21, 2024 | Our paper PriVeriFL: Privacy-Preserving and Aggregation-Verifiable Federated Learning has been accepted for publication in the journal IEEE Transactions on Services Computing. |
Jun 13, 2024 | Our paper FedHP: Federated Learning with Hyperspherical Prototypical Regularization has been accepted for presentation at ESANN 2024. |
Jun 13, 2024 | Our paper Vision Language Models as Policy Learners in Reinforcement Learning Environments has been accepted as a poster at ESANN 2024. |
May 24, 2024 | Our lecture style tutorial Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide has been accepted at KDD 2024. Check out our survey paper https://arxiv.org/abs/2404.01039! |
selected publications
- NEUCOMJ16
- TSCJ15PriVeriFL: Privacy-Preserving and Aggregation-Verifiable Federated LearningTransactions on Services Computing 2024
- CSURJ14