Scholar
Bryon Aragam
Google Scholar ID: u-W3_9QAAAAJ
University of Chicago
machine learning
statistics
artificial intelligence
unsupervised learning
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Citations & Impact
All-time
Citations
3,521
H-index
23
i10-index
33
Publications
20
Co-authors
0
Publications
9 items
Is This Your Final Answer? Cross-Contextual Consistency as a Measure of LLM Credibility
2026
Cited
0
Beyond identifiability: Learning causal representations with few environments and finite samples
2026
Cited
0
Differentiable Structure Learning for General Binary Data
2025
Cited
0
Optimal structure learning and conditional independence testing
2025
Cited
0
Intervening to learn and compose disentangled representations
2025
Cited
0
Towards Interpretable Deep Generative Models via Causal Representation Learning
2025
Cited
0
ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization
2025
Cited
0
Model-free Estimation of Latent Structure via Multiscale Nonparametric Maximum Likelihood
2024
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0
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