Simone Bombari
Hi! I am Simone Bombari, and this is my website!
I am a PhD student at ISTA, happy and lucky to be advised by Professor Marco Mondelli. Right now, I enjoy topics some sort connected with deep learning, high dimensional probability, and trustworthy machine learning. For example, I like to think if over-parameterized models trained on high-dimensional data hide some not-necessarily-trivial behavior, with maybe some implications connected to privacy or robustness.
Before joining ISTA I studied Physics at Scuola Normale Superiore and University of Pisa. During my studies, I really enjoyed topics on statistical physics and quantum information. Then, my enthusiasm for modelling and statistics slowly made me approach the world of machine learning!
During my PhD, I had the luck and opportunity to intern as an applied scientist at AWS, and as NLP quant researcher at G Research. Since the fall of 2024, I am supported by a Google PhD fellowship.
Of course, I have many interests beyond my research. I have a deep passion for sports, fitness, games and many other things!
news
Nov 15, 2024 | I am very happy about our last work on differential privacy in the over-parameterized regime. Excited to present it at DeepMath 2024 |
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Jul 31, 2024 | Best reviewer award at this ICML 2024! |
May 15, 2024 | Two papers accepted at ICML! See you in Vienna! |
Feb 06, 2024 | A new preprint is out! We investigate how attention layers can capture single word modifications in a sentence |
Jun 26, 2023 | Excited to start my summer internship as a quant NLP researcher at G Research! |