Marc Deisenroth
Marc Deisenroth
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Scalable Interpolation of Satellite Altimetry Data with Probabilistic Machine Learning
Gaussian Processes on Cellular Complexes
Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems
Co-located OLCI Optical Imagery and SAR Altimetry from Sentinel-3 for Enhanced Arctic Spring Sea Ice Surface Classification
Scalable Data Assimilation with Message Passing
Actually Sparse Variational Gaussian Processes
Short-term Prediction and Filtering of Solar Power Using State-Space Gaussian Processes
Iterative State Estimation in Non-linear Dynamical Systems Using Approximate Expectation Propagation
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels
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