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Stochastic gradient descent outperforms gradient descent in recovering a high- dimensional signal in a glassy energy landscape

Published in arXiv preprint, 2023

This paper is a spin-off of the previous paper, Dynamical mean field theory for models of confluent tissues and beyond, done in collaboration with Dr. Pierfrancesco Urbani at Institut de Physique Théorique in Paris-Saclay.

Recommended citation: Persia Jana Kamali and Pierfrancesco Urbani. (2023). "Stochastic gradient descent outperforms gradient descent in recovering a high-dimensional signal in a glassy energy landscape". arXiv preprint arXiv:2309.04788.
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teaching

Physics I Tutor

Tutorial Sessions, Politecnico di Torino, 2022

I worked for the Politecnico di Torino as a Physics’ I tutor for students enrolled in a Bachelor’s engineering degree program. I helped students by weekly solving exercises and supporting their preparation for the final exam.

TA in Advanced Computer Programming

Teaching Assistantship, Bocconi University, 2025

At Bocconi University, I am a Teaching Assistant for Prof. Fabrizio Iozzi and Davide Badalotti for the course of Advanced Computer Programming. My role is to assist Davide during in-class exercise sessions and manage the course’s materials.