Concepedia

Karl Kumbier

KK

12

Publications

4.9K

Citations

11

H-Index

2017

Active since

Affiliations

University of California, Berkeley(Current)

Lawrence Berkeley National Laboratory

University of Birmingham

Cornell University

University of California, San Francisco

Karl Kumbier is an author at University of California, Berkeley specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningPredictive AnalyticsComputer ScienceKnowledge DiscoveryData MiningSystems BiologyComputational BiologyMedicine

Publications per year

2017–2023

12

Publications

12

Artificial intelligence and statistics

Bin Yu, Karl Kumbier · Frontiers of Information Technology & Electronic Engineering · 2018 · 2K citations

Definitions, methods, and applications in interpretable machine learning

William J. Murdoch, Chandan Singh, Karl Kumbier et al. · Proceedings of the National Academy of Sciences · 2019 · 1.9K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Artificial Intelligence and Statistics

Bin Yu, Karl Kumbier · arXiv (Cornell University) · 2017 · 358 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Iterative random forests to discover predictive and stable high-order interactions

Sumanta Basu, Karl Kumbier, James B. Brown et al. · Proceedings of the National Academy of Sciences · 2018 · 301 citations · Full text

Veridical data science

Bin Yu, Karl Kumbier · Proceedings of the National Academy of Sciences · 2020 · 156 citations · Full text

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