Lucas K Mentch

University of Pittsburgh - Pittsburgh / United States

Engineering & Technology / Computer Science

AD Scientific Index ID: 1619334

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Lucas K Mentch's MOST POPULAR ARTICLES

1-) Quantifying uncertainty in random forests via confidence intervals and hypothesis testsL Mentch, G HookerThe Journal of Machine Learning Research 17 (1), 841-881, 2016278*2016

2-) Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importanceG Hooker, L Mentch, S ZhouStatistics and Computing 31, 1-16, 20211612021

3-) Please stop permuting features: An explanation and alternativesG Hooker, L MentcharXiv preprint arXiv:1905.03151 2, 1, 20191522019

4-) Randomization as regularization: A degrees of freedom explanation for random forest successL Mentch, S ZhouJournal of Machine Learning Research 21 (171), 1-36, 2020882020

5-) Earlier Isn\'t Always Better: Sub-aspect Analysis on Corpus and System Biases in SummarizationT Jung, D Kang, L Mentch, E HovyarXiv preprint arXiv:1908.11723, 2019552019

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