I am interested in understanding the mechanisms behind the successes and failures of machine learning models. Currently, I am investigating the factors that lead to the generalization of neural networks, such as the architecture and the optimization process. Before starting my PhD, I completed my bachelor's and master's degrees at the Faculty of Electrical Engineering at the Technion – Israel Institute of Technology – where I researched meta-learning in contextual bandit problems