Regular biography
Jonas Peters is a Professor in the Department of Mathematics at ETH Zurich. His research interests are not explicitly detailed in the provided information. He is affiliated with the Seminar for Statistics and can be contacted through the department's website. His profile page provides contact details and office locations, but no further specifics about his academic background or research are available.
Scholar-generated biography
Jonas Peters is a Professor of Statistics at ETH Zurich, specializing in Causality, Statistics, and Machine Learning. His research focuses on understanding causal relationships from observational data, developing algorithms for causal inference, and applying these methods to various domains. His work includes nonlinear causal discovery, conditional independence tests, and invariant prediction for causal transfer learning. Peters has contributed significantly to the development of causal models with cycles and latent variables, as well as methods for distinguishing cause from effect using observational data. His research bridges theoretical statistics with practical applications in machine learning and data science.