For the most up-to-date information, best to visit: https://alonalj.github.io/ 

I am broadly interested in theory-driven deep learning applications. 

Most recently, I have been working on generative models and I'm currently focused on two main research directions that fall under this category: (1) exploring generative models for their own sake; (2) applying generative models in the context of health-care for better decision-making. Both are a continuation of my research prior to joining Oxford.

I completed my PhD at the Faculty of Computer Science at the Technion focused on deep learning and statistical methods for high-resolution medical images and molecular measurements. I then worked as a postdoctoral research assistant where I found myself drawn towards generative models due their strong theoretical backing and developed a new class of generative models -- Generative Topological Networks -- which I will continue to explore alongside other generative methods.