Joseph Y. Halpern
13 papers · 2013–2024 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20)
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Keyword Pioneer
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(54)
Venues
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(9)
Knowledge & Reasoning
(7)
Machine Learning
(7)
Reasoning
(7)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Application Areas
(2)
Optimization & Theory
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Foundations
(1)
Learning Types
(1)
Optimization
(1)
Keywords
causal inference
(7)
bayesian network
(3)
probabilistic modeling
(2)
probabilistic model
(2)
causal model
(2)
probabilistic graphical model
(2)
causal abstraction
(2)
decision theory
(1)
convex optimization
(1)
algorithmic fairness
(1)
conditional independence
(1)
conditional probability
(1)
counterfactual reasoning
(1)
graphical model
(1)
mechanism design
(1)
causal mechanism
(1)
incentive compatibility
(1)
knowledge representation
(1)
structural equation model
(1)
logical reasoning
(1)
Papers
Intervention and Conditioning in Causal Bayesian Networks
NeurIPS 2024
Qualitative Mechanism Independence
NeurIPS 2024
Inference for probabilistic dependency graphs
UAI 2023
Quantifying Harm
IJCAI 2023
On Testing for Discrimination Using Causal Models
AAAI 2022
Reasoning about Causal Models with Infinitely Many Variables
AAAI 2022
Abstracting Causal Models
AAAI 2019
Approximate Causal Abstractions
UAI 2019
Blameworthiness in Multi-Agent Settings
AAAI 2019
Partial Awareness
AAAI 2019
Incentive-Compatible Mechanisms for Norm Monitoring in Open Multi-Agent Systems (Extended Abstract)
IJCAI 2018
Language-Based Games (Extended Abstract)
IJCAI 2013
Sequential Equilibrium in Computational Games
IJCAI 2013