Yuval Rabani
4 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Trend Setter
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Research topics
Machine Learning
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Foundations
(1)
Mathematics
(1)
Optimization
(1)
Reasoning
(1)
Keywords
mixture model
(3)
product distribution
(2)
directed acyclic graph
(2)
causal discovery
(1)
sample complexity
(1)
computational complexity
(1)
tensor decomposition
(1)
condition number
(1)
bayesian network
(1)
unobserved confounding
(1)
moment matrix
(1)
source identification
(1)
latent confounding
(1)
statistical identification
(1)
multilinear moment
(1)
unsupervised learning
(1)
hidden random variable
(1)
causal inference
(1)
parameter estimation
(1)
Papers
Causal Discovery in Mixtures of Populations
UAI 2026
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
Source Identification for Mixtures of Product Distributions
COLT 2021