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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 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021★ 1 cited

NOTMAD: Estimating Bayesian Networks with Sample-Specific Structures and Parameters

Ben Lengerich, Caleb Ellington, Bryon Aragam +2

Context-specific Bayesian networks (i.e. directed acyclic graphs, DAGs) identify context-dependent relationships between variables, but the non-convexity induced by the acyclicity…

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