Imanol Perez Arribas

PhD in Mathematics student at the University of Oxford

About

I am a PhD in Mathematics student at the University of Oxford and a member of Keble College.

My research interests include stochastic analysis, rough path theory, machine learning and finance. Currently, I am working on the challenge of extracting hidden patterns from a noisy cloud of points in an unsupervised manner. Using tools from random matrix theory and rough path theory, our objective is to be able to identify nonlinear relationships in a cloud of streams of data that are unlikely to be due to randomness. I am also interested in its multidisciplinary applications.