William Laplante

I’m a first-year PhD student at University College London (UCL) working on Statistical Machine Learning and part of the Fundamentals of Statistical Machine Learning group.

I’m supervised by François-Xavier Briol as well as Andrew Duncan and Jeremias Knoblauch. My studies are co-funded by UCL’s Centre for Doctoral Training in Data-Intensive Science, the Statistical Science Department at UCL, and the Alan Turing Institute’s foundational AI program.

Before starting my PhD, I was part of the Financial Engineering & Modelling team at Deloitte and worked in the Global Securities Funding (previously Global Equity Derivatives) team at National Bank Financial. I completed a Master’s degree in Statistics at the University of British Columbia and graduated from the Joint Honours in Mathematics and Physics program at McGill University for my undergraduate studies.

News

Mar 07, 2025	Presenting Robust and Conjugate Spatio-Temporal Gaussian Processes at the Oxford Man Institute of Quantitative Finance.
Jan 31, 2025	Finished writing my first paper, Robust and Conjugate Spatio-Temporal Gaussian Processes!
Oct 01, 2024	I just started my PhD at UCL.

Selected Publications

Preprint

Robust and Conjugate Spatio-Temporal Gaussian Processes

William Laplante, Matias Altamirano, Andrew Duncan, and 2 more authors

arXiv preprint arXiv:2502.02450, 2025

arXiv Bib Code

@article{laplante2025robust,
  title = {Robust and Conjugate Spatio-Temporal Gaussian Processes},
  author = {Laplante, William and Altamirano, Matias and Duncan, Andrew and Knoblauch, Jeremias and Briol, Fran{\c{c}}ois-Xavier},
  journal = {arXiv preprint arXiv:2502.02450},
  year = {2025},
}