SGD on Neural Networks Learns Functions of Increasing Complexity. Kalimeris, D., Kaplun, G., Nakkiran, P., Edelman, B. L., Yang, T., Barak, B., & Zhang, H. In Wallach, H. M., Larochelle, H., Beygelzimer, A., d'Alché-Buc , F., Fox, E. B., & Garnett, R., editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada, pages 3491–3501, 2019.
Paper bibtex @inproceedings{DBLP:conf/nips/KalimerisKNEYBZ19,
author = {Dimitris Kalimeris and
Gal Kaplun and
Preetum Nakkiran and
Benjamin L. Edelman and
Tristan Yang and
Boaz Barak and
Haofeng Zhang},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {{SGD} on Neural Networks Learns Functions of Increasing Complexity},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {3491--3501},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/b432f34c5a997c8e7c806a895ecc5e25-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KalimerisKNEYBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Downloads: 0
{"_id":"o2ei9uNrYu3n8wjxB","bibbaseid":"kalimeris-kaplun-nakkiran-edelman-yang-barak-zhang-sgdonneuralnetworkslearnsfunctionsofincreasingcomplexity-2019","authorIDs":["Qs85rjgnWg6CruLc4"],"author_short":["Kalimeris, D.","Kaplun, G.","Nakkiran, P.","Edelman, B. L.","Yang, T.","Barak, B.","Zhang, H."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["Dimitris"],"propositions":[],"lastnames":["Kalimeris"],"suffixes":[]},{"firstnames":["Gal"],"propositions":[],"lastnames":["Kaplun"],"suffixes":[]},{"firstnames":["Preetum"],"propositions":[],"lastnames":["Nakkiran"],"suffixes":[]},{"firstnames":["Benjamin","L."],"propositions":[],"lastnames":["Edelman"],"suffixes":[]},{"firstnames":["Tristan"],"propositions":[],"lastnames":["Yang"],"suffixes":[]},{"firstnames":["Boaz"],"propositions":[],"lastnames":["Barak"],"suffixes":[]},{"firstnames":["Haofeng"],"propositions":[],"lastnames":["Zhang"],"suffixes":[]}],"editor":[{"firstnames":["Hanna","M."],"propositions":[],"lastnames":["Wallach"],"suffixes":[]},{"firstnames":["Hugo"],"propositions":[],"lastnames":["Larochelle"],"suffixes":[]},{"firstnames":["Alina"],"propositions":[],"lastnames":["Beygelzimer"],"suffixes":[]},{"firstnames":["Florence"],"propositions":["d'Alché-Buc"],"lastnames":[],"suffixes":[]},{"firstnames":["Emily","B."],"propositions":[],"lastnames":["Fox"],"suffixes":[]},{"firstnames":["Roman"],"propositions":[],"lastnames":["Garnett"],"suffixes":[]}],"title":"SGD on Neural Networks Learns Functions of Increasing Complexity","booktitle":"Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada","pages":"3491–3501","year":"2019","url":"https://proceedings.neurips.cc/paper/2019/hash/b432f34c5a997c8e7c806a895ecc5e25-Abstract.html","timestamp":"Mon, 16 May 2022 15:41:51 +0200","biburl":"https://dblp.org/rec/conf/nips/KalimerisKNEYBZ19.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@inproceedings{DBLP:conf/nips/KalimerisKNEYBZ19,\n author = {Dimitris Kalimeris and\n Gal Kaplun and\n Preetum Nakkiran and\n Benjamin L. Edelman and\n Tristan Yang and\n Boaz Barak and\n Haofeng Zhang},\n editor = {Hanna M. Wallach and\n Hugo Larochelle and\n Alina Beygelzimer and\n Florence d'Alch{\\'{e}}{-}Buc and\n Emily B. Fox and\n Roman Garnett},\n title = {{SGD} on Neural Networks Learns Functions of Increasing Complexity},\n booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference\n on Neural Information Processing Systems 2019, NeurIPS 2019, December\n 8-14, 2019, Vancouver, BC, Canada},\n pages = {3491--3501},\n year = {2019},\n url = {https://proceedings.neurips.cc/paper/2019/hash/b432f34c5a997c8e7c806a895ecc5e25-Abstract.html},\n timestamp = {Mon, 16 May 2022 15:41:51 +0200},\n biburl = {https://dblp.org/rec/conf/nips/KalimerisKNEYBZ19.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Kalimeris, D.","Kaplun, G.","Nakkiran, P.","Edelman, B. L.","Yang, T.","Barak, B.","Zhang, H."],"editor_short":["Wallach, H. M.","Larochelle, H.","Beygelzimer, A.","d'Alché-Buc , F.","Fox, E. B.","Garnett, R."],"key":"DBLP:conf/nips/KalimerisKNEYBZ19","id":"DBLP:conf/nips/KalimerisKNEYBZ19","bibbaseid":"kalimeris-kaplun-nakkiran-edelman-yang-barak-zhang-sgdonneuralnetworkslearnsfunctionsofincreasingcomplexity-2019","role":"author","urls":{"Paper":"https://proceedings.neurips.cc/paper/2019/hash/b432f34c5a997c8e7c806a895ecc5e25-Abstract.html"},"metadata":{"authorlinks":{"nakkiran, p":"https://bibbase.org/show?bib=http%3A%2F%2Fpreetum.nakkiran.org%2Fpubs%2Fpubs.bib&fullnames=1"}},"downloads":0},"bibtype":"inproceedings","biburl":"https://dblp.org/pid/b/BBarak.bib","creationDate":"2020-11-29T22:03:02.722Z","downloads":0,"keywords":[],"search_terms":["sgd","neural","networks","learns","functions","increasing","complexity","kalimeris","kaplun","nakkiran","edelman","yang","barak","zhang"],"title":"SGD on Neural Networks Learns Functions of Increasing Complexity","year":2019,"dataSources":["sNDcqxpX5cBQ5Pu7G"]}