ML Anthology

Smith, Michael T.

5 publications

AISTATS 2023 Nonparametric Gaussian Process Covariances via Multidimensional Convolutions Thomas M. Mcdonald, Magnus Ross, Michael T. Smith, Mauricio A. Álvarez
NeurIPS 2022 Adjoint-Aided Inference of Gaussian Process Driven Differential Equations Paterne Gahungu, Christopher Lanyon, Mauricio A Álvarez, Engineer Bainomugisha, Michael T Smith, Richard Wilkinson
NeurIPS 2021 Learning Nonparametric Volterra Kernels with Gaussian Processes Magnus Ross, Michael T Smith, Mauricio Álvarez
NeurIPS 2019 Multi-Task Learning for Aggregated Data Using Gaussian Processes Fariba Yousefi, Michael T Smith, Mauricio Álvarez
AISTATS 2018 Differentially Private Regression with Gaussian Processes Michael T. Smith, Mauricio A. Álvarez, Max Zwiessele, Neil D. Lawrence