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Quinten Roets

qdr2104@columbia.edu
in/quintenroets
quintenroets
quintenroets.com
Santa Monica, CA
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Publications

Sequencing the Neurome: Towards Scalable Exact Parameter Reconstruction of Black-Box Neural Networks
Arxiv, Sep 2024
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Open-source Projects

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In my free time, I work on projects that automate my day-to-day tasks and help other people. This practice keeps me up to date with the newest trends and best practices in software development.
Total contributions

Open-source Contributions

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Pytorch Lightning
#18369
Fix inefficiency in RichProgressbar
Problem solved: Inefficiency in high-frequency metric rendering function, inside Pytorch Lightning's RichProgressBar
  • Replaced in-loop string concatenations with a generator expression,
    improving runtime efficiency by 10%
  • benchmarked and visualized performance gains using timeit

Honors & Awards

BAEF Graduate Study Fellowship
Mar 2022
issued by Belgian American Educational Foundation
Award image BAEF provides financial support for studying at a top institution in the United States. The Fellows are selected competitively from a pool of brilliant applicants by a Fellowship Committee that interviews all candidates personally.