Vincent is a PhD student in the Computational and Biological Learning Lab (CBL) with Zoubin Ghahramani, and in the Machine Learning at Computer Lab (ML@CL) with Carl Henrik Ek. He is also a member of Jesus College, University of Cambridge. Vincent started his PhD in October 2020. Prior to that, he worked as a research scientist at Secondmind. He received his Bachelors (BA) and Masters (MSc) in Computer Science Engineering from Ghent University (Belgium) in 2017. Broadly speaking, his interests are in models for uncertainty-aware decision making, with a special focus on (deep) Gaussian processes and Neural Diffusion Processes.

Related Publications

Sparse Gaussian Processes with Spherical Harmonic Features

Vincent Dutordoir, Nicolas Durrande, James Hensman

Proceedings of the 37th International Conference on Machine Learning, :

Deep Neural Networks as Point Estimates for Deep Gaussian Processes

Vincent Dutordoir, James Hensman, Mark van der Wilk, Carl Henrik Ek, Zoubin Ghahramani, Nicolas Durrande

Advances in Neural Information Processing Systems 34 (NeurIPS 2021), :