Gradient Descent Provably Optimizes Over-parameterized Neural Networks. Du, S. S., Zhai, X., Poczos, B., & Singh, A. arXiv:1810.02054, October, 2018. arXiv: http://arxiv.org/abs/1810.02054bibtex @article{du_gradient_2018,
title = {Gradient {Descent} {Provably} {Optimizes} {Over}-parameterized {Neural} {Networks}},
journal = {arXiv:1810.02054},
author = {Du, Simon S. and Zhai, Xiyu and Poczos, Barnabas and Singh, Aarti},
month = oct,
year = {2018},
note = {arXiv: http://arxiv.org/abs/1810.02054},
keywords = {/unread, cs.LG, math.OC, stat.ML, ⛔ No DOI found},
}
Downloads: 0
{"_id":"DNhMEuqrvygqam3TM","bibbaseid":"du-zhai-poczos-singh-gradientdescentprovablyoptimizesoverparameterizedneuralnetworks-2018","author_short":["Du, S. S.","Zhai, X.","Poczos, B.","Singh, A."],"bibdata":{"bibtype":"article","type":"article","title":"Gradient Descent Provably Optimizes Over-parameterized Neural Networks","journal":"arXiv:1810.02054","author":[{"propositions":[],"lastnames":["Du"],"firstnames":["Simon","S."],"suffixes":[]},{"propositions":[],"lastnames":["Zhai"],"firstnames":["Xiyu"],"suffixes":[]},{"propositions":[],"lastnames":["Poczos"],"firstnames":["Barnabas"],"suffixes":[]},{"propositions":[],"lastnames":["Singh"],"firstnames":["Aarti"],"suffixes":[]}],"month":"October","year":"2018","note":"arXiv: http://arxiv.org/abs/1810.02054","keywords":"/unread, cs.LG, math.OC, stat.ML, ⛔ No DOI found","bibtex":"@article{du_gradient_2018,\n\ttitle = {Gradient {Descent} {Provably} {Optimizes} {Over}-parameterized {Neural} {Networks}},\n\tjournal = {arXiv:1810.02054},\n\tauthor = {Du, Simon S. and Zhai, Xiyu and Poczos, Barnabas and Singh, Aarti},\n\tmonth = oct,\n\tyear = {2018},\n\tnote = {arXiv: http://arxiv.org/abs/1810.02054},\n\tkeywords = {/unread, cs.LG, math.OC, stat.ML, ⛔ No DOI found},\n}\n\n","author_short":["Du, S. S.","Zhai, X.","Poczos, B.","Singh, A."],"key":"du_gradient_2018","id":"du_gradient_2018","bibbaseid":"du-zhai-poczos-singh-gradientdescentprovablyoptimizesoverparameterizedneuralnetworks-2018","role":"author","urls":{},"keyword":["/unread","cs.LG","math.OC","stat.ML","⛔ No DOI found"],"metadata":{"authorlinks":{}},"html":""},"bibtype":"article","biburl":"https://bibbase.org/zotero/victorjhu","dataSources":["CmHEoydhafhbkXXt5"],"keywords":["/unread","cs.lg","math.oc","stat.ml","⛔ no doi found"],"search_terms":["gradient","descent","provably","optimizes","over","parameterized","neural","networks","du","zhai","poczos","singh"],"title":"Gradient Descent Provably Optimizes Over-parameterized Neural Networks","year":2018}