@InProceedings{barcelo:LIPIcs.ICDT.2021.1, author = {Barcel\'{o}, Pablo}, title = {{Explainability Queries for ML Models and its Connections with Data Management Problems}}, booktitle = {24th International Conference on Database Theory (ICDT 2021)}, pages = {1:1--1:1}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-179-5}, ISSN = {1868-8969}, year = {2021}, volume = {186}, editor = {Yi, Ke and Wei, Zhewei}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ICDT.2021.1}, URN = {urn:nbn:de:0030-drops-137091}, doi = {10.4230/LIPIcs.ICDT.2021.1}, annote = {Keywords: ML models, Explainability, Shapley values, decision trees, OBDDs, deterministic and decomposable Boolean circuits} }