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researcher

Caleb N. Ellington

9 papers hereh-index 7136 citations22 works total

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

author position
  • middle author8

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML3
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedContextualized Machine Learning

3 citations · 12 across the 8 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023★ 3 cited

Contextualized Machine Learning

Benjamin Lengerich, Caleb N. Ellington, Andrea Rubbi +2

We examine Contextualized Machine Learning (ML), a paradigm for learning heterogeneous and context-dependent effects. Contextualized ML estimates heterogeneous functions by applyin…

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