Gaussian processes

Deep Random Features for Scalable Interpolation of Spatiotemporal Data
Weibin Chen, Azhir Mahmood, Michel Tsamados, So Takao
Graph Classification Gaussian Processes via Hodgelet Spectral Features
Mathieu Alain, So Takao, Xiaowen Dong, Bastian Rieck, Emmanuel Noutahi
Scalable Data Assimilation with Message Passing
Oscar Key, So Takao, Daniel Giles, Marc Deisenroth
Scalable interpolation of satellite altimetry data with probabilistic machine learning
William Gregory, Ronald MacEachern, So Takao, Isobel Lawrence, Carmen Nab, Marc Peter Deisenroth, Michel Tsamados
Gaussian Processes on Cellular Complexes
Mathieu Alain, So Takao, Brooks Paige, Marc Deisenroth
Actually Sparse Variational Gaussian Processes
Harry Jake Cunningham, Daniel Augusto de Souza, So Takao, Mark van der Wilk, Marc Deisenroth
Short-term Prediction and Filtering of Solar Power Using State-Space Gaussian Processes
Sean Nassimiha, Peter Dudfield, Jack Kelly, Marc Deisenroth, So Takao