So Takao

5 papers · 2021–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (13)

Conferences

AISTATS (1) ICLR (1) ICML (1) NIPS (1) UAI (1)

Top co-authors

Marc Peter Deisenroth (3) Rafael Anderka (1) Michel Tsamados (1) Mark van der Wilk (1) Viacheslav Borovitskiy (1) Mathieu Alain (1) Azhir Mahmood (1) Weibin Chen (1) Alexander Terenin (1) Brooks Paige (1)

Keywords

gaussian process (2) variational inference (2) sparse approximation (1) riemannian manifold (1) vector field (1) spatial datum (1) inducing variable (1) b-spline basis function (1) sparse linear algebra (1) kernel methods (1) b-spline basis (1) gaussian processes (1)

Papers

Deep Random Features for Scalable Interpolation of Spatiotemporal Data ICLR 2025

Gaussian Processes on Cellular Complexes ICML 2024

Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems UAI 2024

Actually Sparse Variational Gaussian Processes AISTATS 2023

Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels NIPS 2021