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researcher

Duncan C. McElfresh

13 papers hereh-index 11606 citations21 works total

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

author position
  • first author8
  • middle author4
  • last author1

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

fields
  • cs.AI5
  • cs.CY3
  • cs.GT2
  • cs.IR1
  • cs.LG1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedWhen Do Neural Nets Outperform Boosted Trees on Tabular Data?

71 citations · 124 across the 11 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.IR2022★ 4 cited

On the Generalizability and Predictability of Recommender Systems

Duncan McElfresh, Sujay Khandagale, Jonathan Valverde +2

While other areas of machine learning have seen more and more automation, designing a high-performing recommender system still requires a high level of human effort. Furthermore, r…

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