Concepedia

Carolyn Kim

CK

Statistics

Publications

4

Citations

258

H-Index

4

Active since

2004

Affiliations

California University of Pennsylvania(Current)

Carolyn Kim is an author at California University of Pennsylvania specializing in engineering, explainable ai, and automated reasoning.

Top concepts

EngineeringData ScienceExplainable AiComputer ScienceInterpretabilityMachine LearningAutomated ReasoningPredictive AnalyticsManagementData Modeling

Publications per year

2004–2019

4

Publications

4

Interpreting Blackbox Models via Model Extraction

Osbert Bastani, Carolyn Kim, Hamsa Bastani · arXiv (Cornell University) · 2017 · 131 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Interpretability via Model Extraction

Osbert Bastani, Carolyn Kim, Hamsa Bastani · arXiv (Cornell University) · 2017 · 92 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Examining discharge outcomes and health status of critically ill patients: some practical considerations

Doug Elliott, Yugan Mudaliar, Carolyn Kim · Intensive and Critical Care Nursing · 2004 · 23 citations

Critical Care Management, Critical Care Medicine, Practical Considerations +8

Learning Interpretable Models with Causal Guarantees

Carolyn Kim, Osbert Bastani · arXiv (Cornell University) · 2019 · 12 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20

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