Eliahu Horwitz - PhD Student in Weight Space Learning

I am a PhD student in Computer Science at the Hebrew University of Jerusalem, researching Weight Space Learning—treating neural networks as data and developing models that operate on neural networks. I am advised by Prof. Yedid Hoshen.

My research focuses on recovering neural network training trajectories and learning effective weight-space representations, ultimately enabling new ways to analyze, retrieve, and possibly generate models.

Before transitioning into research, I was a self-taught software developer, working across the tech stack at companies ranging from small startups to large corporations. This hands-on experience continues to shape my approach, bridging theoretical insights with real-world applications.

e l i a h u . h o r w i t z @ m a i l . h u j i . a c . i l