@InProceedings{blanc_et_al:LIPIcs.APPROX/RANDOM.2021.45, author = {Blanc, Guy and Lange, Jane and Qiao, Mingda and Tan, Li-Yang}, title = {{Decision Tree Heuristics Can Fail, Even in the Smoothed Setting}}, booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2021)}, pages = {45:1--45:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-207-5}, ISSN = {1868-8969}, year = {2021}, volume = {207}, editor = {Wootters, Mary and Sanit\`{a}, Laura}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.APPROX/RANDOM.2021.45}, URN = {urn:nbn:de:0030-drops-147386}, doi = {10.4230/LIPIcs.APPROX/RANDOM.2021.45}, annote = {Keywords: decision trees, learning theory, smoothed analysis} }