Michael T. Smith

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Gaussian Process

Covariance Function

Top Venues

Publications

Thomas M. McDonald, Magnus Ross, Michael T. Smith, Mauricio A. Álvarez
Nonparametric Gaussian Process Covariances via Multidimensional Convolutions. AISTATS (2023)
Thomas M. McDonald, Magnus Ross, Michael T. Smith, Mauricio A. Álvarez
Shallow and Deep Nonparametric Convolutions for Gaussian Processes. CoRR (2022)
Paterne Gahungu, Christopher W. Lanyon, Mauricio A. Álvarez, Engineer Bainomugisha, Michael T. Smith, Richard Wilkinson
Adjoint-aided inference of Gaussian process driven differential equations. NeurIPS (2022)
Magnus Ross, Michael T. Smith, Mauricio A. Álvarez
Learning Nonparametric Volterra Kernels with Gaussian Processes. NeurIPS (2021)
Kathrin Grosse, Michael T. Smith, Michael Backes
Killing Four Birds with one Gaussian Process: The Relation between different Test-Time Attacks. ICPR (2020)
Kathrin Grosse, Michael T. Smith, Michael Backes
Killing Three Birds with one Gaussian Process: Analyzing Attack Vectors on Classification. CoRR (2018)
Kathrin Grosse, David Pfaff, Michael T. Smith, Michael Backes
The Limitations of Model Uncertainty in Adversarial Settings. CoRR (2018)