Fred Sala
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fredsala.bsky.social
Fred Sala
@fredsala.bsky.social
Wisconsin CS. Snorkel AI.

Working on machine learning & information theory.

https://pages.cs.wisc.edu/~fredsala/
Some of our work that uses these ideas (and applies to code): harit7.github.io/posts/2023/0...
Aggregating Foundation Model Objects
CS PhD Candidate at UW Madison
harit7.github.io
January 6, 2025 at 4:21 AM
The generalization of majority vote is a en.wikipedia.org/wiki/Fr%C3%A.... For code, this is the snippet whose total (square) distance to all the generated snippets is smallest. It gets more fun when you try to use a weighted mean, with weights corresponding to how “accurate” each snippet is.
Fréchet mean - Wikipedia
en.wikipedia.org
January 6, 2025 at 4:21 AM
Probably not how the plot is made, but this type of problem is studied frequently in statistical phylogenetics. People often define spaces of phylogenetic trees, often continuous versions, equipped with a metric. For code, these trees are e.g. ASTs.
January 6, 2025 at 4:21 AM