Arno Solin

Spatiotemporal Learning via Infinite-Dimensional Bayesian Filtering and Smoothing: A Look at Gaussian Process Regression Through Kalman Filtering

Simo Särkkä, Arno Solin, Jouni Hartikainen · IEEE Signal Processing Magazine · 2013 · 249 citations

State Estimation, Gaussian Process Regression, Infinite-dimensional Bayesian Filtering +15

Dynamic retrospective filtering of physiological noise in BOLD fMRI: DRIFTER

Simo Särkkä, Arno Solin, Aapo Nummenmaa et al. · NeuroImage · 2012 · 154 citations · Full text

Neuroimaging Biomarkers, Cognitive Science, Neuroimaging Modality +12

Variational Fourier features for Gaussian processes

James Hensman, Nicolas Durrande, Arno Solin · Aaltodoc (Aalto University) · 2016 · 97 citations · Full text

Dirichlet Form, Sparse Representation, Machine Vision +14

Scalable Magnetic Field SLAM in 3D Using Gaussian Process Maps

Manon Kok, Arno Solin · 2018 · 88 citations · Full text

Local Anomalies, Engineering, Geometry +23

On Continuous-Discrete Cubature Kalman Filtering

Simo Särkkä, Arno Solin · IFAC Proceedings Volumes · 2012 · 63 citations

State Estimation, Engineering, Filtering Technique +3