@InProceedings{vajjha_et_al:LIPIcs.ITP.2022.31, author = {Vajjha, Koundinya and Trager, Barry and Shinnar, Avraham and Pestun, Vasily}, title = {{Formalization of a Stochastic Approximation Theorem}}, booktitle = {13th International Conference on Interactive Theorem Proving (ITP 2022)}, pages = {31:1--31:18}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-252-5}, ISSN = {1868-8969}, year = {2022}, volume = {237}, editor = {Andronick, June and de Moura, Leonardo}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITP.2022.31}, URN = {urn:nbn:de:0030-drops-167402}, doi = {10.4230/LIPIcs.ITP.2022.31}, annote = {Keywords: Formal Verification, Stochastic Approximation, Stochastic Processes, Probability Theory, Optimization Algorithms} }