Biography
Vincent is a Research Scientist at Google DeepMind. He completed his PhD in 2024 with Zoubin Ghahramani (CBL) and Carl Henrik Ek (ML@CL). Prior to his PhD 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. His interests are in models for uncertainty-aware decision making, with a special focus on (deep) Gaussian processes and Neural Diffusion Processes.
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Related Publications
Sparse Gaussian Processes with Spherical Harmonic Features
Proceedings of the 37th International Conference on Machine Learning, :
Deep Neural Networks as Point Estimates for Deep Gaussian Processes
Advances in Neural Information Processing Systems 34 (NeurIPS 2021), :