@InProceedings{vandenbrand_et_al:LIPIcs.ITCS.2021.63, author = {van den Brand, Jan and Peng, Binghui and Song, Zhao and Weinstein, Omri}, title = {{Training (Overparametrized) Neural Networks in Near-Linear Time}}, booktitle = {12th Innovations in Theoretical Computer Science Conference (ITCS 2021)}, pages = {63:1--63:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-177-1}, ISSN = {1868-8969}, year = {2021}, volume = {185}, editor = {Lee, James R.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2021.63}, URN = {urn:nbn:de:0030-drops-136025}, doi = {10.4230/LIPIcs.ITCS.2021.63}, annote = {Keywords: Deep learning theory, Nonconvex optimization} }