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Katherine Heller

@kat-heller.bsky.social

Machine Learning researcher. Former stats faculty. Works for Google Research, and on better days, herself.

1,014 Followers  |  341 Following  |  4 Posts  |  Joined: 21.11.2024
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Posts by Katherine Heller (@kat-heller.bsky.social)

Our new work deconstructing the concept of "AGI", led by the brilliant @borhane.bsky.social in collaboration with @graziul.bsky.social , Hananel Hazan, @shiridoshi.bsky.social +more co-authors below, has been accepted to ICML. ๐Ÿค— We discuss the many "traps" that... ๐Ÿงต 1/
arxiv.org/abs/2502.03689

08.05.2025 17:56 โ€” ๐Ÿ‘ 91    ๐Ÿ” 25    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 5
Blili-Hamelin et al. Stop Treating 'AGI' as the north-star goal of AI Research.pdf

With Christopher Graziul, @struthious.bsky.social, Hananel Hazan, El-Mahdi El-Mhamdi, @evijit.io, @kat-heller.bsky.social, Jacob Metcalf, Fabricio Murai, @eryk.bsky.social, Andrew Smart, Todd Snider, Mariame Tighanimine, @taliaringer.bsky.social, @mmitchell.bsky.social and Shiri Dori-Hacohen.

06.02.2025 01:14 โ€” ๐Ÿ‘ 14    ๐Ÿ” 5    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 4
Preview
Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations Without careful dissection of the ways in which biases can be encoded into artificial intelligence (AI) health technologies, there is a risk of perpetuating existing health inequalities at scale. One major source of bias is the data that underpins such technologies. The STANDING Together recommendations aim to encourage transparency regarding limitations of health datasets and proactive evaluation of their effect across population groups. Draft recommendation items were informed by a systematic review and stakeholder survey.

Hello there BlueSky, it's a great pleasure to be able to share a project our team has been working on these last three years!

(Led by the venerable @xiaoliu.bsky.social)

www.thelancet.com/journals/lan...

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18.12.2024 17:35 โ€” ๐Ÿ‘ 15    ๐Ÿ” 4    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2
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Check out our latest work on Contextual Evaluation of Large Language Models for Tropical and Infectious Diseases (openreview.net/forum?id=yXe...), accepted at two NeurIPs workshops: GenAI4health (genai4health.github.io) and AIM-FM (aim-fm-24.github.io/NeurIPS/). #llms #genai4health #globalhealth

13.12.2024 19:40 โ€” ๐Ÿ‘ 12    ๐Ÿ” 4    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 0
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This year, the Affinity Events at NeurIPS are happening throughout the conference week and provide invaluable research contributions, mentorship opportunities, and community! We encourage everyone to actively participate.

See schedule details in the thread below and here: tinyurl.com/fz3fesdy

07.12.2024 21:16 โ€” ๐Ÿ‘ 37    ๐Ÿ” 9    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1

Iโ€™ll be there Tu-Th

03.12.2024 12:40 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

This is my reading between the lines of parents on another thread, but I got the impression it was the moral ambiguity of his actions.

01.12.2024 23:57 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

My kids reeeeaallly like the Enders game series. Not all parents really like the Enders game series though.

01.12.2024 17:16 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Well I definitely know more people in this pack than any other, so I must have an affinity to grumps :)

23.11.2024 03:07 โ€” ๐Ÿ‘ 5    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0