So Takao

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Gaussian Process

Top Venues

J. Nonlinear Sci.

Publications

Oscar Key, So Takao, Daniel Giles, Marc Peter Deisenroth
Scalable Data Assimilation with Message Passing. CoRR (2024)
Rafael Anderka, Marc Peter Deisenroth, So Takao
Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems. CoRR (2024)
Sean Nassimiha, Peter Dudfield, Jack Kelly, Marc Peter Deisenroth, So Takao
Short-term Prediction and Filtering of Solar Power Using State-Space Gaussian Processes. CoRR (2023)
Harry Jake Cunningham, Daniel Augusto de Souza, So Takao, Mark van der Wilk, Marc Peter Deisenroth
Actually Sparse Variational Gaussian Processes. CoRR (2023)
Harry Jake Cunningham, Daniel Augusto de Souza, So Takao, Mark van der Wilk, Marc Peter Deisenroth
Actually Sparse Variational Gaussian Processes. AISTATS (2023)
Mathieu Alain, So Takao, Brooks Paige, Marc Peter Deisenroth
Gaussian Processes on Cellular Complexes. CoRR (2023)
Sanket Kamthe, So Takao, Shakir Mohamed, Marc Peter Deisenroth
Iterative State Estimation in Non-linear Dynamical Systems Using Approximate Expectation Propagation. Trans. Mach. Learn. Res. 2022 (2022)
Michael Hutchinson, Alexander Terenin, Viacheslav Borovitskiy, So Takao, Yee Whye Teh, Marc Peter Deisenroth
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels. NeurIPS (2021)
Michael Hutchinson, Alexander Terenin, Viacheslav Borovitskiy, So Takao, Yee Whye Teh, Marc Peter Deisenroth
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels. CoRR (2021)
Aythami Bethencourt de Léon, Darryl D. Holm, Erwin Luesink, So Takao
Implications of Kunita-Itô-Wentzell Formula for k-Forms in Stochastic Fluid Dynamics. J. Nonlinear Sci. 30 (4) (2020)
Alexis Arnaudon, Alessandro Barp, So Takao
Irreversible Langevin MCMC on Lie Groups. GSI (2019)