This short paper accompanies an invited talk given at ICALP2025. It is an informal, high-level presentation of tolerant testing and distance approximation. It includes some general results as well as a few specific ones, with the aim of providing a taste of this research direction within the area of sublinear algorithms.
@InProceedings{ron:LIPIcs.ICALP.2025.2, author = {Ron, Dana}, title = {{Let’s Try to Be More Tolerant: On Tolerant Property Testing and Distance Approximation}}, booktitle = {52nd International Colloquium on Automata, Languages, and Programming (ICALP 2025)}, pages = {2:1--2:10}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-372-0}, ISSN = {1868-8969}, year = {2025}, volume = {334}, editor = {Censor-Hillel, Keren and Grandoni, Fabrizio and Ouaknine, Jo\"{e}l and Puppis, Gabriele}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2025.2}, URN = {urn:nbn:de:0030-drops-233798}, doi = {10.4230/LIPIcs.ICALP.2025.2}, annote = {Keywords: Sublinear Algorithms, Tolerant Property Testing, Distance Approximation} }
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