Takao, So

7 publications

ICLR 2025 Deep Random Features for Scalable Interpolation of Spatiotemporal Data Weibin Chen, Azhir Mahmood, Michel Tsamados, So Takao

ICML 2024 Gaussian Processes on Cellular Complexes Mathieu Alain, So Takao, Brooks Paige, Marc Peter Deisenroth

NeurIPSW 2024 Graph Classification Gaussian Processes via Hodgelet Spectral Features Mathieu Alain, So Takao, Bastian Rieck, Xiaowen Dong, Emmanuel Noutahi

UAI 2024 Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems Rafael Anderka, Marc Peter Deisenroth, So Takao

AISTATS 2023 Actually Sparse Variational Gaussian Processes Harry Jake Cunningham, Daniel Augusto Souza, So Takao, Mark Wilk, Marc Peter Deisenroth

TMLR 2022 Iterative State Estimation in Non-Linear Dynamical Systems Using Approximate Expectation Propagation Sanket Kamthe, So Takao, Shakir Mohamed, Marc Peter Deisenroth

NeurIPS 2021 Vector-Valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels Michael Hutchinson, Alexander Terenin, Viacheslav Borovitskiy, So Takao, Yee W. Teh, Marc Deisenroth