A rough path between mathematics and data science
09:00 - 10:00 DataSig Seminar Series | Xin Zhang: Learning developmental path signature features with deep learning framework for infant cognitive scores prediction
13:00 - 14:00 Scientific Committee | Hao Ni: The development of the (expected) signature
09:00 - 10:00 DataSig Seminar Series | Aapo Hyvärinen: Nonlinear Independent Component Analysis: Identifiability, Self-Supervised Learning, and Likelihood
09:00 - 10:00 Rough Path Interest Group | Alexander Schell: Nonlinear Independent Component Analysis for Continuous-Time Signals
16:00 - 17:00 DataSig Seminar Series | Peter K Friz: New perspectives on rough paths, signatures and signature cumulants
16:00 - 17:00 DataSig Seminar Series | Richard Samworth: High-dimensional, multiscale online changepoint detection
16:00 - 17:00 DataSig Seminar Series | Ismaël Bailleul: Kinetic Brownian motion in the diffeomorphism group of a closed Riemannian manifold
16:00 - 17:00 DataSig Seminar Series | Blanka Horvath: To be confirmed
ICERM: Applications of Rough Paths: Computational Signatures and Data Science (Brown University, Rhode Island)
