Joseph Y. Halpern

13 papers · 2013–2024 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (11) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (54) 📈 Trend Setter 💎 Century Club (13) 🚀 Conference Pioneer

Conferences

AAAI (5) IJCAI (4) NIPS (2) UAI (2)

Top co-authors

Sander Beckers (3) Hana Chockler (2) Rafael Pass (2) Spencer Peters (2) Oliver E. Richardson (2) Adam Bjorndahl (1) Frederick Eberhardt (1) Meir Friedenberg (1) Brian Logan (1) Ian A. Kash (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

Qualitative Mechanism Independence NIPS 2024

Intervention and Conditioning in Causal Bayesian Networks NIPS 2024

Inference for probabilistic dependency graphs UAI 2023

Quantifying Harm IJCAI 2023

Reasoning about Causal Models with Infinitely Many Variables AAAI 2022

On Testing for Discrimination Using Causal Models AAAI 2022

Partial Awareness AAAI 2019

Blameworthiness in Multi-Agent Settings AAAI 2019

Approximate Causal Abstractions UAI 2019

Abstracting Causal Models AAAI 2019

Incentive-Compatible Mechanisms for Norm Monitoring in Open Multi-Agent Systems (Extended Abstract) IJCAI 2018

Sequential Equilibrium in Computational Games IJCAI 2013

Language-Based Games (Extended Abstract) IJCAI 2013