3 citations · 3 across the 2 of their papers we have counts for
3 papers
stat.ML2019
The Use of Gaussian Processes in System Identification
Simo Särkkä
Gaussian processes are used in machine learning to learn input-output mappings from observed data. Gaussian process regression is based on imposing a Gaussian process prior on the…
eess.SP2017
RSS Models for Respiration Rate Monitoring
Hüseyin Yiğitler, Ossi Kaltiokallio, Roland Hostettler +3
Received signal strength based respiration rate monitoring is emerging as an alternative non-contact technology. These systems make use of the radio measurements of short-range com…
stat.ME2017★ 3 cited
Student-t Process Quadratures for Filtering of Non-Linear Systems with Heavy-Tailed Noise
Jakub Prüher, Filip Tronarp, Toni Karvonen +2
The aim of this article is to design a moment transformation for Student- t distributed random variables, which is able to account for the error in the numerically computed mean. W…