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List of the Courses for the A.Y. 2021/22
Title: Scrittura tecnico-scientifica (9^a edizione)
Instructor(s): Emilio Matricciani
When: Feb, 8, 2022; Feb, 9, 2022; Feb, 15, 2022; Feb, 16, 2022;
Title: Game-Theoretic Approach to Planning and Synthesis
Instructor(s): Giuseppe De Giacomo, Antonio Di Stasio, Giuseppe Perelli, Shufang Zhu
When: July, 4, 2022 - July, 8, 2022
Title: Non-Markov Decision Processes and Reinforcement Learning
Instructor(s): Giuseppe De Giacomo, Luca Iocchi, Fabio Patrizi, Alessandro Ronca, Roberto Cipollone, Gabriel Paludo Licks, Elena Umili
When: 07/11/2022 - 21/11/2022
Website: https://whitemech.github.io/courses
Title: Uncertainty and Probability
Instructor(s): Andrea Messina, Giulio D’Agostini
Website: https://sites.google.com/uniroma1.it/uncertainty-and-probability
When: January, 10, 2022
Title: NETWORKED CONTROL SYSTEMS AND SECURITY
Instructor(s): Mauro Franceschelli
Website: https://unica.it/unica/en/ateneo_s07_ss01_sss02.page?mostra_percorsi=S&ANNO_ACCADEMICO=2021&mu=Guide%2FPaginaADErogata.do%3Fad_er_id%3D2021*N0*N0*S2*37088*20842
When: March, 1, 2022 - March, 4, 2022
Title: Artificial Intelligence
Instructor(s): Giorgio Fumera
When: September, 26, 2022 - December, 12, 2022
Title: Machine Learning
Instructor(s): Battista Biggio
Website: https://github.com/unica-ml/ml
When: March, 2022 - May, 2022
Title: Machine Learning Security
Instructor(s): Battista Biggio
Website: https://github.com/unica-mlsec/mlsec
When: March, 2022 - May 2022
Title: Biometric Technologies and Behavioural Security
Instructor(s): Gian Luca Marcialis
When: Starting on February, 28, 2022
Title: Effective habits and skills for successful young scientists
Instructor(s): Fabio Roli
When: June, 2022
Title: Adversarial Machine Learning
Instructor(s): Fabio Roli
When: June, 2022
Title: Mobile Security
Instructor(s): Alessio Merlo, Luca Verderame
When: July, 25, 2022 - July, 29, 2022
Title: Cognitive and conversational agents
Instructor(s): Viviana Mascardi
When: Either in the slot between January 20th, 2022 -- February 15th, 2022, or in late May 2022
Title: High Performance Deep Learning with GPUs
Instructor(s): Sergio Orlandini (CINECA), Giuseppe Fiameni (NVIDIA)
When: May, 30, 2022; May, 31, 2022; June, 1, 2022; June, 6, 2022; June,7, 2022
Title: Learning and Indexing Visual Representations
Instructor(s): Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro (ISTI - CNR)
When: Autumn, 2022.
Title: Diritto e Giustizia dell’Intelligenza Artificiale
Instructor(s): Simona Cacace (docente referente), Andrea Di Porto, Valerio Pescatore, Maurizio Onza, Nadia Maccabiani, Alberto Venturelli, Giorgio Pedrazzi, Andrea Sardini, Marco Ladu.
When: April, 29, 2022; May, 6, 2022; May, 13, 2022; May, 20, 2022; May, 27, 2022;
Title: Digital Medicine
Instructors: Ciro Cattuto, Sebastiano Filetti, Stefano Leonardi
When: March, 7, 2022; March, 8, 2022; March, 14, 2022; March, 15, 2022;March, 21, 2022;March, 22, 2022;
Title: Deep Learning Seminars
Instructors: Simone Scardapane, Fabrizio Silvestri
When: April, 20, 2022; April, 21, 2022; April, 27, 2022; April, 28, 2022;
Title: Foundations of Deep Learning
Instructors: Simone Scardapane, Fabrizio Silvestri
When: June, 13, 2022; June, 14, 2022; June, 15, 2022; June, 16, 2022;
Title: Declarative Problem-solving with Answer Set Programming
Instructor(s): Prof. Francesco Ricca and Prof. Simona Perri
When: April, 2022 - May, 2022
Title: Approximate Computing for low-energy, high-speed and area-efficient digital circuits and systems:
when “good enough” is better than “good”.
Instructor(s): Ing. Fabio Frustaci
When: March, 2022
Title: Hardware for Deep Learning
Instructor(s): Prof. Adam Teman (Bar-Ilan University, Ramat Gan, Israel)
When: April, 2022
Title: Digital technologies and artificial intelligence law (italian)
Instructor(s): Dr. Pasquale Laghi
When: May, 2022
Title: Quantum Computing and its Application to Machine Learning
Instructor(s): Ing. Carlo Mastroianni, Prof. Francesco Plastina
When: May, 2022
Title: Data Stream Mining
Instructor(s): Prof. João Gama (Univ. Di Porto)
When: May, 2022
Title: Modelling and mining multilayer networks
Instructor(s): Prof. Matteo Magnani (Uppsala University)
When: May, 2022
Title: Deep Learning and Statistical Learning
Instructor(s): Dr. Giuseppe Manco
When: July, 2022
Title: Statistical data analysis and signal processing techniques for imaging and non-destructive testing
Instructor(s): Prof. Marco Ricci, Dr. Stefano Laureti
When: July, 2022
Title: Binary Analysis with Applications to Machine and Deep Learning
Instructor(s): : Prof. Antonella Guzzo, Ing. Michele Ianni
When: September, 2022
Title: Active Learning
Instructor(s): Prof. Sergio Flesca, Ing. Eugenio Vocaturo
When: September, 2022 - October, 2022
Title: Numerical Computations on the Infinity Computer
Instructor(s): Ing. Marat Mukhametzhanov
When: June, 2022
Title: Lipschitz Global Optimization
Instructor(s): Prof. Yaroslav Sergeyev
When: April, 2022
Title: Progressive Data Analysis and Visualization
Instructor(s): Marco Angelini
Title: Advanced Topics in Reinforcement Learning: From Theory to Practice
Instructor(s): Roberto Capobianco
Title: Vision and Perception in Human-Robot Interaction
Instructor(s): Thomas Ciarfuglia & Christian Napoli
Title: Thinking outside the box: adversarial behavior and unconventional attack vectors from security research
Instructor(s): Daniele Cono D'Elia & Giuseppe Di Luna
Title: Incomplete Data - Theory in Practice
Instructor(s): Marco Console
Title: Advanced techniques for finding bugs in real-world software
Instructor(s): Emilio Coppa
Title: Digital watermarking and steganography
Instructor(s): Fabrizio d'Amore
Title: High performances computing
Instructor(s): Christian Napoli
Title: Geometric Computer Vision: from Images to 3D Models
Instructor(s): Luca Magri, Federica Arrigoni
For additional details on the courses, refer to the following document
https://docs.google.com/document/d/1vInsxhT1pS5knKBRVcwdoPkHqbXQqfd9/edit?usp=sharing&ouid=101603265975041346542&rtpof=true&sd=true
Method of choosing the subject of the thesis
Admission to the second year
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