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@luisoala.bsky.social

https://luisoala.net/

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Patterns, a Cell Press journal@cp-patterns.bsky.social · last yr.

Online Now: OpenML: Insights from 10 years and more than a thousand papers #datascience

OpenML: Insights from 10 years and more than a thousand papers

The authors reflect on 10 years of OpenML, the open-source platform that turns machine-learning experiments into open, linked, and reusable knowledge. They present the current state of the OpenML ecosystem and its design and assess how community-curated datasets, tasks, and benchmark suites have powered more than 1,500 studies, advanced machine-learning research, and improved reproducibility. Lastly, they share lessons from a decade of building, maintaining, and expanding OpenML to guide the future of open-science infrastructure for machine learning.

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@luisoala.bsky.social · last yr.

excellent paper. continues a curious discourse on unintuitive results in high d generative modeling tracing back to gutmann/hyvarinen (nce [1]), theis/van den oord ("bad samples w good likelihoods" [2]) and later nalisnick ("ood" data w higher likelihoods under model than train data [3])

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arxiv cs.CV@arxiv-cs-cv.bsky.social · 2y ago

Rafa{\l} Karczewski, Markus Heinonen, Vikas Garg Diffusion Models as Cartoonists! The Curious Case of High Density Regions https://arxiv.org/abs/2411.01293

@luisoala.bsky.social · last yr.

german elections are up. i buy into many points on the ballot (inequality, fair migration reform incl repatriation of criminals). but i particularly disagree on lumping foreigners together as a motor of crime. this group has steadily become less criminal since '93. peace and love

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