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A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds.

, , and . CoRR, (2021)

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Sparse Phase Retrieval via Sparse PCA Despite Model Misspecification: A Simplified and Extended Analysis.. CoRR, (2017)Energy optimization for distributions on the sphere and improvement to the Welch bounds.. CoRR, (2016)A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds., , and . CoRR, (2021)Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods., , , , and . CoRR, (2022)Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 111-135. PMLR, (2022)Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods., and . CoRR, (2017)Stable discovery of interpretable subgroups via calibration in causal studies., , , , , , and . CoRR, (2020)Curating a COVID-19 data repository and forecasting county-level death counts in the United States., , , , , , , , , and 3 other author(s). CoRR, (2020)imodels: a python package for fitting interpretable models., , , , and . J. Open Source Softw., 6 (61): 3192 (2021)A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds., , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 9663-9685. PMLR, (2022)