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2020 – today
- 2024
[c4]Mathieu Alain, So Takao, Brooks Paige, Marc Peter Deisenroth:
Gaussian Processes on Cellular Complexes. ICML 2024- [i8]Rafael Anderka, Marc Peter Deisenroth, So Takao:
Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems. CoRR abs/2402.17036 (2024) - [i7]Oscar Key, So Takao, Daniel Giles, Marc Peter Deisenroth:
Scalable Data Assimilation with Message Passing. CoRR abs/2404.12968 (2024) - [i6]Mathieu Alain, So Takao, Xiaowen Dong, Bastian Rieck, Emmanuel Noutahi:
Graph Classification Gaussian Processes via Hodgelet Spectral Features. CoRR abs/2410.10546 (2024) - [i5]Weibin Chen, Azhir Mahmood, Michel Tsamados, So Takao:
Deep Random Features for Scalable Interpolation of Spatiotemporal Data. CoRR abs/2412.11350 (2024) - 2023
- [c3]Harry Jake Cunningham, Daniel Augusto de Souza, So Takao, Mark van der Wilk, Marc Peter Deisenroth:
Actually Sparse Variational Gaussian Processes. AISTATS 2023: 10395-10408 - [i4]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 abs/2302.00388 (2023) - [i3]Harry Jake Cunningham, Daniel Augusto de Souza, So Takao, Mark van der Wilk, Marc Peter Deisenroth:
Actually Sparse Variational Gaussian Processes. CoRR abs/2304.05091 (2023) - [i2]Mathieu Alain, So Takao, Brooks Paige, Marc Peter Deisenroth:
Gaussian Processes on Cellular Complexes. CoRR abs/2311.01198 (2023) - 2022
- [j2]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) - 2021
- [c2]Michael J. 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: 17160-17169 - [i1]Michael J. 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 abs/2110.14423 (2021) - 2020
- [j1]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): 1421-1454 (2020)
2010 – 2019
- 2019
- [c1]Alexis Arnaudon, Alessandro Barp, So Takao:
Irreversible Langevin MCMC on Lie Groups. GSI 2019: 171-179
Coauthor Index
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