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researcher

Bryon Aragam

55 papers hereh-index 243.6k citations75 works total

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

author position
  • sole author1
  • first author6
  • middle author25
  • last author23

Across the 55 of 55 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • stat.ML16
  • math.ST12
  • cs.CL4
  • stat.ME3
  • astro-ph.CO1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedDAGs with NO TEARS: Continuous Optimization for Structure Learning

216 citations · 454 across the 55 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.