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Kacper Wyrwal

@wyrwalkacper.bsky.social

I dabble in geometric machine learning. Master's student at the University of Oxford.

Kacper Wyrwal @wyrwalkacper.bsky.social · 24/10/2025

If you're looking for a #PhD in #Geometric or #Probabilistic #MachineLearning, I highly recommend applying! Viacheslav is an excellent mentor, outstanding researcher, and a genuinely great person. Speaking from experience, I can't recommend him enough as a supervisor.

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Kacper Wyrwal @wyrwalkacper.bsky.social · 13/02/2025

Excited to share our ICLR 2025 oral "Residual Deep Gaussian Processes on Manifolds"! With @vabor112.bsky.social & @arkrause.bsky.social, we introduce manifold-to-manifold GPs that can be composed together, generalising deep GPs to manifolds. Applications include wind prediction & Bayes opt! 1/n

Schematic illustration of a scalar-valued residual deep GP with L hidden layers. The last layer is a scalar-valued GP on the manifold. If it is not present, the model is manifold-valued. If it is replaced with a Gaussian vector field (GVF), the model is a vector field on the manifold.

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