Simone Bombari

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Hi! I am Simone Bombari, and this is my website! :muscle: :sunglasses:

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! :computer: :books:

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! :soccer: :space_invader:

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
Jul 31, 2024 Best reviewer award at this ICML 2024! :pencil:
May 15, 2024 Two papers accepted at ICML! See you in Vienna! :ferris_wheel:
Feb 06, 2024 A new preprint is out! We investigate how attention layers can capture single word modifications in a sentence :memo:
Jun 26, 2023 Excited to start my summer internship as a quant NLP researcher at G Research! :uk: