Concepedia

Karl Kumbier

KK

Statistics

Publications

13

Citations

5.1K

H-Index

11

Active since

2017

Affiliations

University of California, Berkeley(Current)

Lawrence Berkeley National Laboratory

University of California, San Francisco

University of Birmingham

Cornell University

Karl Kumbier is an author at University of California, Berkeley specializing in random forests, computer science, and decision trees.

ORCID

Publications per year

2017–2024

13

Publications

13

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 · 2.1K citations · Full text

, , +13

Artificial intelligence and statistics

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

, , +10

Artificial Intelligence and Statistics

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

, , +10

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 · 315 citations · Full text

, , +10

Veridical data science

Bin Yu, Karl Kumbier · Proceedings of the National Academy of Sciences · 2020 · 164 citations · Full text

, , +17

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