Matilde Gargiani
Matilde Gargiani
Student / Programme Doctorate at D-ITET
Additional information
Research area
My research interests include data-driven control of large-scale systems, numerical optimization and machine learning.
Since May 2020, I am a Ph.D. candidate at the Automatic Control Laboratory, ETH Zurich, under the supervision of Prof. John Lygeros. I have received a Bachelor degree in Automation Engineering from Politecnico di Milano in 2014 and a Master degree in Robotics, Systems and Control from ETH Zurich in 2017. From 2017 to 2020, I worked as research assistant at the Machine Learning Lab at the University of Freiburg under the supervision of Prof. Frank Hutter and Prof. Moritz Diehl.
Additional information
Publications: Google Scholar Profile
My Github Repos: https://github.com/gmatilde https://github.com/gargiani
Ongoing Master Thesis and Semester Projects:
- TBA
Completed Master Thesis and Semester Projects:
- Dynamic programming via the randomized mini-batch Gauss-Seidel operator (SA, Max Ruts Martinez), jointly supervised with Andrea Martinelli
- Data-driven optimal control via linear programming (SA, Marina Draskovic), jointly supervised with Andrea Martinelli
- Implementation and analysis of the stochastic generalized Gauss-Newton method for training deep neural networks (MA, Konstantinos Zisis), jointly supervised with Goran Banjac