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Showing signals surfaced by Rachel Leah Childers ×
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Established AI research Signal 7d ago

Practical Coreset Constructions for Machine Learning

3 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered
Rachel Leah Childers

“This problem is called "coreset selection" in ML. Methods generally depend on choice of target quantity, but presumably if you are willing to select survey measures you can choose those. Some randomly chosen lit reviews: arxiv.org/abs/1703.06476 arxiv.org/a…”

3 experts discussed this · 7 posts
Will Lowe: A genuine information problem, for once: Journalists are trained to talk to people in more depth and report what seems important. Survey folk are trained to talk to more people in less depth and re…
Will Lowe: An enterprising student might gather up Jim & June above, Elaine below, and all the other TV high street opinion-havers, match this 'voxpopulation' on covariates to a bunch of national surveys, and…
Will Lowe: Another fun student project, for the more mathematically inclined, might be to define one or more representativity measures that could be used to select K interview candidates from a population who…
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Primary source arxiv.org ↗
Established AI field signal Signal 7d ago

A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Rachel Leah Childers

“This problem is called "coreset selection" in ML. Methods generally depend on choice of target quantity, but presumably if you are willing to select survey measures you can choose those. Some randomly chosen lit reviews: arxiv.org/abs/1703.06476 arxiv.org/a…”

Primary source arxiv.org ↗