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Disambiguation of "Rudin, Cynthia"

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All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously

, , and . Journal of Machine Learning Research, 20 (177): 1-81 (2019)

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Yvonne Rudin

Reiner Rudin

Benjamin Rudin

Beat Rudin

Rudin Pistulli

 

Other publications of authors with the same name

A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results., , and . Manag. Sci., 67 (10): 6174-6197 (2021)Learning Optimized Risk Scores., and . J. Mach. Learn. Res., (2019)Machine learning with operational costs., and . J. Mach. Learn. Res., 14 (1): 1989-2028 (2013)Margin-based Ranking and an Equivalence between AdaBoost and RankBoost., and . J. Mach. Learn. Res., (2009)Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation., and . J. Mach. Learn. Res., (2023)Rethinking Nonlinear Instrumental Variable Models through Prediction Validity., , and . J. Mach. Learn. Res., (2022)Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.. Nat. Mach. Intell., 1 (5): 206-215 (2019)Fast Sparse Decision Tree Optimization via Reference Ensembles., , , , , , and . CoRR, (2021)Fast and Interpretable Mortality Risk Scores for Critical Care Patients., , , , , , and . CoRR, (2023)Fast optimization of weighted sparse decision trees for use in optimal treatment regimes and optimal policy design., , , and . CIKM Workshops, volume 3318 of CEUR Workshop Proceedings, CEUR-WS.org, (2022)