Talks and Presentations

*I no longer maintain this page, please visit News for my latest presentations.

In 2021:

• August 7: (Invited talk) Noisy Recurrent Neural Networks. Conference on Mathematics of Machine Learning, Center for Interdisciplinary Research, Bielefeld University
• June 1: (Invited talk) Noisy Recurrent Neural Networks. SIG on Machine Learning and Dynamical Systems
• February 22: (Invited talk) Noisy Recurrent Neural Networks. Machine Learning and Science Forum, Berkeley Institute for Data Science

In 2020:

• November 17: (Invited talk) Predicting Noise-Induced Critical Transitions in Multiscale Dynamical Systems. DynamIC Seminar, Imperial College London
• November 6: (Contributed presentation) Understanding Recurrent Neural Networks Using Response Theory. DeepMath 2020
• September 15: (Invited talk) Understanding Recurrent Neural Networks Using Response Theory. Seminar of the Chair for Mathematics of Information Processing, RWTH Aachen University
• September 22: (Contributed talk) Understanding Recurrent Neural Networks Using Response Theory. Second Symposium on Machine Learning and Dynamical Systems, Fields Institute
• July 8: (Contributed presentation) Predicting Rare Events in Multiscale Dynamical Systems Using Machine Learning. AI4Science Kickoff Workshop, ELLIS Society
  
• January 27: (Contributed talk) Predicting Rare Events in Climate Science. Applied Machine Learning Days, EPFL