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researcher

K. Krauth

14 papers hereh-index 204.6k citations26 works total

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

author position
  • first author4
  • middle author9

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.IR6
  • cs.LG2
  • stat.ML2
  • cs.CL1
  • cs.DC1
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedBeyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

565 citations · 756 across the 13 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.IR2021★ 11 cited

On component interactions in two-stage recommender systems

Jiri Hron, Karl Krauth, Michael I. Jordan +1

Thanks to their scalability, two-stage recommenders are used by many of today's largest online platforms, including YouTube, LinkedIn, and Pinterest. These systems produce recommen…

cs.IR2021★ 2 cited

The Stereotyping Problem in Collaboratively Filtered Recommender Systems

Wenshuo Guo, Karl Krauth, Michael I. Jordan +1

Recommender systems play a crucial role in mediating our access to online information. We show that such algorithms induce a particular kind of stereotyping: if preferences for a s…

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