119 citations · 285 across the 8 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
stat.ML2023
Parameter estimation from an Ornstein-Uhlenbeck process with measurement noise
Simon Carter, Lilianne Mujica-Parodi, Helmut H. Strey
This article aims to investigate the impact of noise on parameter fitting for an Ornstein-Uhlenbeck process, focusing on the effects of multiplicative and thermal noise on the accu…
cs.LG2023
Achieving Occam's Razor: Deep Learning for Optimal Model Reduction
Botond B Antal, Anthony G Chesebro, Helmut H Strey +2
All fields of science depend on mathematical models. Occam's razor refers to the principle that good models should exclude parameters beyond those minimally required to describe th…