Michael T. Smith

2 papers · 2018–2023 · 1 conference · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird

Conferences

AISTATS (2)

Top co-authors

Mauricio A. Álvarez (2) Magnus Ross (1) Neil D. Lawrence (1) Max Zwiessele (1) Thomas M. Mcdonald (1)

Keywords

gaussian process (2) differential privacy (1) variational inference (1) nonparametric regression (1) multi-output regression (1) covariance function (1) process convolution (1) kernel methods (1) privacy-preserving machine learning (1) covariance noise (1)

Papers

Nonparametric Gaussian Process Covariances via Multidimensional Convolutions AISTATS 2023

Differentially Private Regression with Gaussian Processes AISTATS 2018