Terry Lyons 2 Jul 2020,Centro Stefano Franscini, Switzerland Computing the full signature kernel as the solution of a Goursat problem
Patrick Kidger 24 Jun 2020,Rough Path Interest Group Signatory, signatures, and Neural Controlled Differential Equations
Terry Lyons 23 Jun 2020,Beijing Academy of AI Mathematics of rough paths: action recognition and health
Boumediene Hamzi 27 May 2020,Rough Path Interest Group Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces
James Foster 29 Apr 2020,Rough Path Interest Group An optimal polynomial approximation of Brownian motion
James Michael Leahy 7 May 2020,DataSig Seminar Series Variational principles for fluid dynamics on rough paths
Adeline Fermanian 30 Apr 2020,DataSig Seminar Series Learning with signatures: embedding and truncation order selection
Csaba Toth 23 Apr 2019,Rough Path Interest Group Variational Gaussian Processes with Signature Covariances
Patric Bonnier 23 Apr 2019,Rough Path Interest Group Signature Cumulants, Ordered Partitions, and Independence of Stochastic Processes
Lukasz Szpruch 8 Apr 2020,Rough Path Interest Group Mean-Field Langevin Dynamics, Energy Landscape of Neural Networks and Control Theory
Csaba Toth 12 Mar 2020,Rough Path Interest Group Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
Marc Sabate Vidales 4 Mar 2020,Rough Path Interest Group Approximating solutions of path dependent PDEs via the Signature method and LSTM
