Scholar
So Takao
Google Scholar ID: 7eAdA0MAAAAJ
Postdoc at California Institute of Technology
Statistical Machine Learning
Stochastic Differential Equations
Geometric Mechanics
Fluid
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Citations & Impact
All-time
Citations
217
H-index
7
i10-index
7
Publications
20
Co-authors
9
list available
Contact
Email
sotakao@caltech.edu
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Publications
6 items
Noise, Denoise, Correct: MCMC Posterior Sampling with Diffusion Priors in Three Steps
2026
Cited
0
Variational Flow Maps: Make Some Noise for One-Step Conditional Generation
2026
Cited
0
DAISI: Data Assimilation with Inverse Sampling using Stochastic Interpolants
2025
Cited
0
Flow Matching-Based Generative Modeling for Efficient and Scalable Data Assimilation
2025
Cited
0
Graph and Simplicial Complex Prediction Gaussian Process via the Hodgelet Representations
2025
Cited
0
Graph Classification Gaussian Processes via Hodgelet Spectral Features
arXiv.org · 2024
Cited
0
Co-authors
4 total
Marc Deisenroth
University College London and Google DeepMind
Alessandro Barp
University College London, The Alan Turing Institute
Yee Whye Teh
Professor of Statistical Machine Learning, Oxford, Research Scientist, DeepMind
Viacheslav Borovitskiy
Assistant Professor (Lecturer) at the University of Edinburgh
