A.Y. 2021/22
During A.Y. 2020122, the following PhD courses will be given:
Marco Angelini (DIAG, Sapienza) - Progressive Data Analysis and Visualization (1.5 ECTS)
Roberto Capobianco (Sony AI, Zurich) - Advanced Topics in Reinforcement Learning: From Theory to Practice (1.5 ECTS)
Thomas Ciarfuglia & Christian Napoli (DIAG, Sapienza) - Vision and Perception in Human-Robot Interaction (1.5 ECTS)
Daniele Cono D'Elia & Giuseppe Di Luna (DIAG, Sapienza) - Thinking outside the box: adversarial behavior and unconventional attack vectors from security research (1.5 ECTS)
Marco Console (DIAG Sapienza) - Incomplete Data - Theory in Practice (1.5 ECTS)
Emilio Coppa (DIAG Sapienza) - Advanced techniques for finding bugs in real-world software (1.5 ECTS)
Christian Napoli (DIAG Sapienza) - High performances computing (1.5 ECTS)
Luca Magri (Politecnico di Milano), Federica Arrigoni (Università di Trento) - Geometric Computer Vision: from Images to 3D Models (1.5 ECTS)
Rachid Alami (LAAS, Toulouse, France) - Human-Robot Collaboration and Computational HRI
5 seminars (april 2022) can be taken as Type B PhD course (1.5 ECTS)
Fabrizio d'Amore (DIAG Sapienza) - Digital watermarking and steganography
A.Y. 2020/21
During A.Y. 2020/21, the following PhD courses have been given:
Roberto Capobianco. Advanced Topics in Reinforcement Learning: From Theory to Practice
Thomas Ciarfuglia & Christian Napoli. Vision and Perception in Human-Robot Interaction
Daniele Cono D'Elia & Giuseppe Di Luna. Thinking outside the box: adversarial behavior and unconventional attack vectors from security research
Marco Console. Incomplete Data - Theory in Practice
Emilio Coppa. Advanced techniques for finding bugs in real-world software
Christian Napoli. High performances computing
Marco Angelini. Progressive Data Analysis and Visualization
A.Y. 2019/20
During A.Y. 2019/20, in addition to the planned courses, the following PhD courses are scheduled (these can be attended also by other students):
- Smart Environments: Technologies, state of the art and research challenges (20 hrs, 17-27 March, 2020, Ioannis Chatzigiannakis and Francesco Leotta, Sapienza)
- Advances in High Performance Computing (15 hrs., 5-19/10/2020, Christian Napoli, Sapienza) web site
- Visual Perception in HRI (15 hrs, 16-30/10/2020, Christian Napoli, Sapienza) - web site
Courses postponed to A.Y. 2020/21 due to the Covid-19 outbreak.
- Task-based Human-Robot Interaction (20hrs, Mary Ellen Foster, University of Glasgow, UK and Ron Petrick, Heriot-Watt University, UK)
A.A. 2018/19
During A.Y. 2018/19, in addition to the planned courses, the following PhD courses were taught (these can be attended also by other students):
- Achieving Business Process Intelligence through Process Mining (Fabrizio M. Maggi, Tartu University, Estonia)
- Technical-scientific writing (E. Matricciani, Politecnico di Milano)
A Summer School on Hot Topics in Cyber Security was organized in the period July 1st - 5th 2019 at DIAG - Sapienza
The following courses of the PhD in Data Science were attended by students of the PhD in Engineering in Computer Science:
- Algorithmic bias, fairness, and ethics of Machine Learning systems (12 ore, Francesco Bonchi, ISI & Eurecat, Carlos Castillo, UPF, Chris Schwiegelshohn (Sapienza)).
- Distributed Models, Mapreduce and Large Scale Algorithms (Silvio Lattanzi, Google Research)
- Algorithms and computational models for large-scale data analysis (Silvio Lattanzi, Google Research)