Martin Marek

I am a PhD student in Machine Learning at NYU, supervised by Andrew Gordon Wilson and Pavel Izmailov. I am interested in better understanding neural networks, especially from a probabilistic perspective.

Previously I studied Statistics and Machine Learning at UCL and interned as a Quant Researcher at QRT and ML Engineer at Snap.

Email me: martin.m@nyu.edu

Links

GitHub, LinkedIn, Google Scholar, Twitter

Personal projects

Burst Photo
📸 Mac app that brings “night mode” to any camera (inspired by Google's HDR+ pipeline).
[Website, GitHub, DPReview, PetaPixel, SonyAlphaRumors]

Publications

Can a Confident Prior Replace a Cold Posterior?
M. Marek, B. Paige, P. Izmailov
AABI workshop, 2024
[PDF, arXiv, GitHub]
Image-based parking space occupancy classification: Dataset and baseline
M. Marek
arXiv preprint, 2021
[PDF, arXiv, GitHub]
Physics of the mechanical toy Gee- Haw Whammy Diddle
M. Marek, M. Badin, M. Plesch
Scientific Reports, 2018
[HTML, PDF]

Website design inspired by Pavel Izmailov.