412 citations · 494 across the 12 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.ML2015★ 13 cited
Anomaly Detection and Removal Using Non-Stationary Gaussian Processes
Steven Reece, Roman Garnett, Michael Osborne +1
This paper proposes a novel Gaussian process approach to fault removal in time-series data. Fault removal does not delete the faulty signal data but, instead, massages the fault fr…
astro-ph.EP2015★ 412 cited
A Gaussian process framework for modelling stellar activity signals in radial velocity data
Vinesh Rajpaul, Suzanne Aigrain, Michael A. Osborne +2
To date, the radial velocity (RV) method has been one of the most productive techniques for detecting and confirming extrasolar planetary candidates. Unfortunately, stellar activit…