Avi Feller
6 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Types · Machine Learning
(1)
Reasoning
(1)
Keywords
causal inference
(3)
balancing weight
(2)
convex optimization
(1)
causal effect estimation
(1)
responsible ai
(1)
evaluation framework
(1)
maximum likelihood
(1)
asymptotic analysis
(1)
covariate shift
(1)
maximum likelihood estimation
(1)
variance
(1)
gaussian mixture model
(1)
mixture model
(1)
asymptotic normality
(1)
group fairness
(1)
selection bia
(1)
treatment effect
(1)
principal stratification
(1)
asymptotic convergence
(1)
outcome model
(1)
Papers
Evaluation and Incident Prevention in an Enterprise AI Assistant
AAAI 2025
The Impossibility of Fair LLMs
ACL 2025
Continuous Treatment Effects with Surrogate Outcomes
ICML 2024
Towards Representation Learning for Weighting Problems in Design-Based Causal Inference
UAI 2024
Outcome Assumptions and Duality Theory for Balancing Weights
AISTATS 2022
Weak Separation in Mixture Models and Implications for Principal Stratification
AISTATS 2022