New preprint in Time-Series Modelling

Congratulations to Felix on his preprint on time-series modelling with multi-scale log-signature compression for state-space models! This paper develops the LogSig-SSM framework to model complex temporal dynamics from continuous sequential data and investigates its utility for time-series applications, including its significant performance improvement over standard state-space architectures. Head to our publications page to see this latest preprint!