@InProceedings{arora:LIPIcs.FSTTCS.2020.1, author = {Arora, Sanjeev}, title = {{The Quest for Mathematical Understanding of Deep Learning}}, booktitle = {40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020)}, pages = {1:1--1:1}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-174-0}, ISSN = {1868-8969}, year = {2020}, volume = {182}, editor = {Saxena, Nitin and Simon, Sunil}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FSTTCS.2020.1}, URN = {urn:nbn:de:0030-drops-132427}, doi = {10.4230/LIPIcs.FSTTCS.2020.1}, annote = {Keywords: machine learning, artificial intelligence, deep learning, gradient descent, optimization} }