@InProceedings{kerenidis_et_al:LIPIcs.ITCS.2017.49, author = {Kerenidis, Iordanis and Prakash, Anupam}, title = {{Quantum Recommendation Systems}}, booktitle = {8th Innovations in Theoretical Computer Science Conference (ITCS 2017)}, pages = {49:1--49:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-029-3}, ISSN = {1868-8969}, year = {2017}, volume = {67}, editor = {Papadimitriou, Christos H.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2017.49}, URN = {urn:nbn:de:0030-drops-81541}, doi = {10.4230/LIPIcs.ITCS.2017.49}, annote = {Keywords: Recommendation systems, quantum machine learning, singular value estimation, matrix sampling, quantum algorithms.} }