Invited Talks and Poster Sessions

SDEs for Minimax Optimization

  1. Talk at Yahoo! Research Series, 2024-03-12, Yahoo! Research, Web Presentation
  2. Poster at International Conference on Artificial Intelligence and Statistics 2024, 2024-05-04, Palacio de Congresos Valencia, Valencia, ES

An SDE for Modeling SAM: Theory and Insights

  1. Talk at Connections between Stochastic Calculus, Statistical Physics, and Optimization: ELISE Research Workshop of the Program ‘Theory, Algorithms and Computations of Modern Learning Systems’, 2023-06-22, University of Tübingen, Tübingen, Germany
  2. Talk at Yahoo! Research Series, 2023-07-17, Yahoo! Research, München, Germany
  3. Poster at International Conference on Machine Learning 2023, 2023-07-27, Hawaii Convention Center, Hawaii, US
  4. Poster, Scientific Advisory Boards der Universität Basel, 2023-11-27, University of Basel, Basel, Switzerland

On the Effectiveness of Randomized Signatures as Reservoir for Learning Rough Dynamics

  1. Talk at Quant Research Series, 2022-09-30, UBS AG, Zürich, Switzerland
  2. Talk at Monte Verità - Data Science Workshop 2022, 2022-10-03, Monte Verità, Ticino, Switzerland
  3. Talk, 2023-02-10, Università degli Studi di Milano, Milan, Italy