@InProceedings{black:LIPIcs.APPROX/RANDOM.2024.37, author = {Black, Hadley}, title = {{Nearly Optimal Bounds for Sample-Based Testing and Learning of k-Monotone Functions}}, booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2024)}, pages = {37:1--37:23}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-348-5}, ISSN = {1868-8969}, year = {2024}, volume = {317}, editor = {Kumar, Amit and Ron-Zewi, Noga}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.APPROX/RANDOM.2024.37}, URN = {urn:nbn:de:0030-drops-210308}, doi = {10.4230/LIPIcs.APPROX/RANDOM.2024.37}, annote = {Keywords: Property testing, learning, Boolean functions, monotonicity, k-monotonicity} }