Lucas K. Mentch
Orcid: 0000-0002-8983-0320
According to our database1,
Lucas K. Mentch
authored at least 22 papers
between 2010 and 2024.
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Online presence:
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on orcid.org
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Bibliography
2024
2023
Stat. Anal. Data Min., February, 2023
2022
Getting Better from Worse: Augmented Bagging and A Cautionary Tale of Variable Importance.
J. Mach. Learn. Res., 2022
J. Mach. Learn. Res., 2022
2021
Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance.
Stat. Comput., 2021
CoRR, 2021
Precision VISSTA Study: mHealth Physical Activity Patterns and Patient-Reported Outcomes in Patients with Inflammatory Bowel Diseases.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success.
J. Mach. Learn. Res., 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
IEEE Trans. Inf. Forensics Secur., 2019
Asymptotic Distributions and Rates of Convergence for Random Forests and other Resampled Ensemble Learners.
CoRR, 2019
Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Precision VISSTA: Machine Learning Prediction and Inference for Bring-Your-Own-Device (BYOD) mHealth Data.
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
Appl. Math. Comput., 2018
2016
Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests.
J. Mach. Learn. Res., 2016
2010