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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 2025 · cs.LGShow all

1 paper · 2 filters

cs.LG2025

Differentiable Structure Learning and Causal Discovery for General Binary Data

Chang Deng, Bryon Aragam

Existing methods for differentiable structure learning in discrete data typically assume that the data are generated from specific structural equation models. However, these assump…

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