{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T21:01:17Z","timestamp":1774990877581,"version":"3.50.1"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1109\/allerton.2019.8919835","type":"proceedings-article","created":{"date-parts":[[2019,12,6]],"date-time":"2019-12-06T04:23:39Z","timestamp":1575606219000},"page":"84-91","source":"Crossref","is-referenced-by-count":2,"title":["An Elementary Approach to Convergence Guarantees of Optimization Algorithms for Deep Networks"],"prefix":"10.1109","author":[{"given":"Vincent","family":"Roulet","sequence":"first","affiliation":[{"name":"University of Washington,Department of Statistics,Seattle,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zaid","family":"Harchaoui","sequence":"additional","affiliation":[{"name":"University of Washington,Department of Statistics,Seattle,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"1532","article-title":"GloVe: Global vectors for word representation","year":"2014","journal-title":"Empirical Methods in Natural Language Processing (EMNLP)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2019.8919835"},{"key":"ref12","article-title":"Iterative linearized control: stable algorithms and complexity guarantees","author":"roulet","year":"2019","journal-title":"Proceedings of the 36th International Conference on Machine Learning"},{"key":"ref13","article-title":"Learning internal representations by error propagation","author":"rumelhart","year":"1985","journal-title":"Technical Report"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781107298019"},{"key":"ref15","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2015","journal-title":"International Conference on Learning Representations"},{"key":"ref16","author":"werbos","year":"1994","journal-title":"The Roots of Backpropagation From Ordered Derivatives to Neural Networks and Political Forecasting"},{"key":"ref4","article-title":"Convolutional networks on graphs for learning molecular fingerprints","author":"duvenaud","year":"2015","journal-title":"Advances in Neural IInformation Processing Systems"},{"key":"ref3","author":"duda","year":"2012","journal-title":"Pattern Classification"},{"key":"ref6","article-title":"Clusterpath: an algorithm for clustering using convex fusion penalties","author":"hocking","year":"2011","journal-title":"Proceedings of the 28th International Conference on International Conference on Machine Learning"},{"key":"ref5","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref8","article-title":"A theoretical framework for back-propagation","author":"lecun","year":"1988","journal-title":"1988 Connectionist Models Summer School"},{"key":"ref7","article-title":"ImageNet classfication with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in Neural Information Processing Systems 25"},{"key":"ref2","author":"anthony","year":"2009","journal-title":"Neural Network Learning Theoretical Foundations"},{"key":"ref1","author":"abadi","year":"2015","journal-title":"TensorFlow Large-Scale Machine Learning on Heterogeneous Systems"},{"key":"ref9","author":"paszke","year":"2017","journal-title":"On Automatic Differentiation"}],"event":{"name":"2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","location":"Monticello, IL, USA","start":{"date-parts":[[2019,9,24]]},"end":{"date-parts":[[2019,9,27]]}},"container-title":["2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8911248\/8919648\/08919835.pdf?arnumber=8919835","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T19:52:07Z","timestamp":1774986727000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8919835\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/allerton.2019.8919835","relation":{},"subject":[],"published":{"date-parts":[[2019,9]]}}}