Culinary choices
Being Bayesian with restaurant reviews
Hi there! I'm Jan :)
Currently, I'm a PhD student in theoretical neuroscience at UCL's Gatsby Unit.
I am interested in how the numerous components of neural circuits reliably implement complex function. To this end, I try to develop models that capture simple aspects of cognition, but are still easy to understand. I believe that bridging perspectives from both artificial and biological intelligence brings great synergies, as both of these fields fundamentally have the shared goal of understanding neural systems.
Before coming to London, I've been working at ELSC at the Hebrew University and at Juelich research center, Germany.
Blog
Can random actions be optimal?
Exploring subtleties between reinforcement learning and game theory
Do auto-regressive models bite their own tail?
On the value of Gedankenexperiments
What is meta in meta-learning?
Meta-learning is a term that has paramount usage. What gives rise to its usefulness, and how does it relate to transfer learning, and learning in general?
Mean-field decoupling via auxiliary variables
In statistical physics, we are often dealing with systems that comprise many components. In order to calculate their statistics, high-dimensional integrals over those variables …