Thomas M. McDonald

According to our database, Thomas M. McDonald authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

One-shot Feature-Preserving Point Cloud Simplification with Gaussian Processes on Riemannian Manifolds.

Stuti Pathak, Thomas M. McDonald, Rudi Penne

CoRR, 2023

Bayesian Uncertainty Estimation in Landmark Localization Using Convolutional Gaussian Processes.

Lawrence Schobs, Thomas M. McDonald, Haiping Lu

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023

Impatient Bandits: Optimizing Recommendations for the Long-Term Without Delay.

Thomas M. McDonald, Lucas Maystre, Mounia Lalmas, Daniel Russo, Kamil Ciosek

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Nonparametric Gaussian Process Covariances via Multidimensional Convolutions.

Thomas M. McDonald, Magnus Ross, Michael T. Smith, Mauricio A. Álvarez

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Shallow and Deep Nonparametric Convolutions for Gaussian Processes.

Thomas M. McDonald, Magnus Ross, Michael T. Smith, Mauricio A. Álvarez

CoRR, 2022

2021

Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features.

Thomas M. McDonald, Mauricio A. Álvarez

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

The University of Sheffield at CheckThat! 2020: Claim Identification and Verification on Twitter.

Thomas M. McDonald, Ziqing Dong, Yingji Zhang, Rebekah Hampson, James Young, Qianyu Cao, Jochen L. Leidner, Mark Stevenson

Proceedings of the Working Notes of CLEF 2020, 2020