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Melanie Mitchell

4 papers hereh-index 443 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.CL1
same name
  • Melanie Mitchell — 12 papers, h 45
  • Melanie Mitchell — 11 papers, h 13
  • Melanie Mitchell — 4 papers, h 2
  • Melanie Mitchell — 2 papers, h 2
  • Melanie Mitchell — 2 papers, h 3
  • Melanie Mitchell — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedImagining and building wise machines: The centrality of AI metacognition

4 citations · 9 across the 3 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2024★ 4 cited

Imagining and building wise machines: The centrality of AI metacognition

Samuel G. B. Johnson, Amir-Hossein Karimi, Yoshua Bengio +8

Although AI has become increasingly smart, its wisdom has not kept pace. In this article, we examine what is known about human wisdom and sketch a vision of its AI counterpart. We…

cs.AI2024★ 1 cited

Can Large Language Models generalize analogy solving like children can?

Claire E. Stevenson, Alexandra Pafford, Han L. J. van der Maas +1

In people, the ability to solve analogies such as "body : feet :: table : ?" emerges in childhood, and appears to transfer easily to other domains, such as the visual domain "( : )…

cs.AI2023★ 4 cited

Perspectives on the State and Future of Deep Learning - 2023

Micah Goldblum, Anima Anandkumar, Richard Baraniuk +7

The goal of this series is to chronicle opinions and issues in the field of machine learning as they stand today and as they change over time. The plan is to host this survey perio…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.