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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 cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 71 cited

When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Duncan McElfresh, Sujay Khandagale, Jonathan Valverde +6

Tabular data is one of the most commonly used types of data in machine learning. Despite recent advances in neural nets (NNs) for tabular data, there is still an active discussion…

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