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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
ARISGAN Extreme Super-Resolution of Arctic Surface Imagery using Generative Adversarial Networks
Christian Au, Michel Tsamados, Petru Manescu, So Takao
A Geometric Extension of the Ito-Wentzell and Kunita's Formulas
Aythami Bethencourt de León, So Takao
Co-located OLCI optical imagery and SAR altimetry from Sentinel-3 for enhanced Arctic spring sea ice surface classification
Weibin Chen, Michel Tsamados, Rosemary Willatt, So Takao, others
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
Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems
Rafael Anderka, Marc Deisenroth, So Takao
Semimargingale driven mechanics and reduction by symmetry for stochastic and dissipative dynamical systems
Oliver Street, So Takao
Gaussian Processes on Cellular Complexes
Mathieu Alain, So Takao, Brooks Paige, Marc Deisenroth