Bryon Aragam
36 papers
· 2015–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Conference Polyglot
(6)
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Renaissance Researcher
(5)
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Cross-Pollinator
(13)
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Keyword Pioneer
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Interdisciplinary Bridge
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Academic Marathon
(10)
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
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Conference Loyalist
(21)
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Deep Specialist
(13)
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Keyword Champion
(5)
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Century Club
(36)
β‘
Prolific Year
(9)
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Trend Setter
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The Questioner
π₯
Unstoppable
(8)
ποΈ
Keyword Collector
(145)
Conferences
NIPS (21)
AISTATS (6)
ICML (5)
JMLR (2)
COLT (1)
UAI (1)
Top co-authors
Research topics
Keywords
structure learning
(13)
directed acyclic graph
(12)
graphical model
(10)
causal discovery
(8)
causal inference
(6)
sample complexity
(6)
gaussian graphical model
(4)
latent variable
(3)
continuous optimization
(3)
score-based learning
(3)
causal mechanism shift
(2)
structural causal model
(2)
representation learning
(2)
causal representation learning
(2)
causal representation
(2)
non-convex optimization
(2)
latent variable model
(2)
conditional independence
(2)
information theory
(2)
bayesian network
(2)
Papers
Optimal estimation of Gaussian (poly)trees
AISTATS 2024
Optimal estimation of Gaussian DAG models
AISTATS 2022
On perfectness in Gaussian graphical models
AISTATS 2022
Automated Dependence Plots
UAI 2020
DYNOTEARS: Structure Learning from Time-Series Data
AISTATS 2020
Learning Sparse Nonparametric DAGs
AISTATS 2020