Florian Rosmannek

Assistant Professor Florian Rosmannek develops mathematical foundations for machine learning, focusing on dynamical systems and neural networks.

Professional profile

Florian Rosmannek is an Assistant Professor at the Nanyang Technological University, Singapore within the Division of Mathematical Sciences researching the mathematics of machine learning.

He currently works on the mathematical foundation of machine learning, where he is particularly interested in the mechanisms of models (such as reservoir computers, state-space systems, kernel methods, etc.) used for learning and forecasting of deterministic and stochastic dynamic systems.

His earlier works concerned approximation and optimization problems in static neural network theory.