2.2k citations · 3k across the 7 of their papers we have counts for
Showing 2017Show all
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stat.ML2017★ 358 cited
Artificial Intelligence and Statistics
Bin Yu, Karl Kumbier
Artificial intelligence (AI) is intrinsically data-driven. It calls for the application of statistical concepts through human-machine collaboration during generation of data, devel…
stat.ML2017★ 325 cited
Iterative Random Forests to detect predictive and stable high-order interactions
Sumanta Basu, Karl Kumbier, James B. Brown +1
Genomics has revolutionized biology, enabling the interrogation of whole transcriptomes, genome-wide binding sites for proteins, and many other molecular processes. However, indivi…