@InProceedings{chia_et_al:LIPIcs.ISAAC.2020.47, author = {Chia, Nai-Hui and Gily\'{e}n, Andr\'{a}s and Lin, Han-Hsuan and Lloyd, Seth and Tang, Ewin and Wang, Chunhao}, title = {{Quantum-Inspired Algorithms for Solving Low-Rank Linear Equation Systems with Logarithmic Dependence on the Dimension}}, booktitle = {31st International Symposium on Algorithms and Computation (ISAAC 2020)}, pages = {47:1--47:17}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-173-3}, ISSN = {1868-8969}, year = {2020}, volume = {181}, editor = {Cao, Yixin and Cheng, Siu-Wing and Li, Minming}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ISAAC.2020.47}, URN = {urn:nbn:de:0030-drops-133916}, doi = {10.4230/LIPIcs.ISAAC.2020.47}, annote = {Keywords: sublinear algorithms, quantum-inspired, regression, importance sampling, quantum machine learning} }