97 citations
- University of West FloridaUS4 papers
- Virginia TechUS4 papers
- Carnegie Mellon UniversityUS3 papers
- University of Colorado BoulderUS3 papers
- Georgetown UniversityUS2 papers
- Italian Institute of TechnologyIT2 papers
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- ABB (Switzerland)CH1 paper
Showing cs.AIShow all
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cs.AI2021★ 7 cited
Principles of Explanation in Human-AI Systems
Shane T. Mueller, Elizabeth S. Veinott, Robert R. Hoffman +4
Explainable Artificial Intelligence (XAI) has re-emerged in response to the development of modern AI and ML systems. These systems are complex and sometimes biased, but they nevert…
cs.AI2012★ 69 cited
Strong Faithfulness and Uniform Consistency in Causal Inference
Jiji Zhang, Peter L. Spirtes
A fundamental question in causal inference is whether it is possible to reliably infer manipulation effects from observational data. There are a variety of senses of asymptotic rel…
cs.AI2012★ 3 cited
A Transformational Characterization of Markov Equivalence for Directed Acyclic Graphs with Latent Variables
Jiji Zhang, Peter L. Spirtes
Different directed acyclic graphs (DAGs) may be Markov equivalent in the sense that they entail the same conditional independence relations among the observed variables. Chickering…