Bijan Mazaheri
9 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Core AI
(6)
Mathematics & Optimization
(4)
Mathematics
(4)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Reasoning
(2)
Interdisciplinary
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Cognitive Science
(1)
Core Methods
(1)
Optimization
(1)
Keywords
causal inference
(3)
mixture model
(3)
causal discovery
(3)
directed acyclic graph
(2)
covariance matrix
(1)
covariate shift
(1)
density ratio estimation
(1)
distribution shift
(1)
conditional independence
(1)
condition number
(1)
bayesian network
(1)
feature engineering
(1)
unobserved confounding
(1)
cumulative distribution function
(1)
moment matrix
(1)
sampling bia
(1)
faithfulness assumption
(1)
product distribution
(1)
latent class
(1)
conditional independence testing
(1)
Papers
Causal Discovery in Mixtures of Populations
UAI 2026
Meta-Dependence in Conditional Independence Testing
UAI 2026
Relaxing Faithfulness with Intervention-Only Causal Discovery
UAI 2026
Omitted Labels Induce Nontransitive Paradoxes in Causality
CLeaR 2025
Synthetic Potential Outcomes and Causal Mixture Identifiability
AISTATS 2025
Identification of mixtures of discrete product distributions in near-optimal sample and time complexity
COLT 2024
Causal Inference Despite Limited Global Confounding via Mixture Models
CLeaR 2023
Causal information splitting: Engineering proxy features for robustness to distribution shifts
UAI 2023
Robust Correction of Sampling Bias using Cumulative Distribution Functions
NeurIPS 2020