SGD on Neural Networks Learns Functions of Increasing Complexity

SGD on Neural Networks Learns Functions of Increasing Complexity. Nakkiran, P., Kaplun, G., Kalimeris, D., Yang, T., Edelman, B. L., Zhang, F., & , B. B. In Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada, pages 3491–3501, 2019.

Paper bibtex

@inproceedings{DBLP:conf/nips/KalimerisKNEYBZ19,
  author    = {
               Preetum Nakkiran and
               Gal Kaplun and
              Dimitris Kalimeris and
               Tristan Yang and
              Benjamin L. Edelman and
               Fred Zhang and,
               Boaz Barak},
  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, 8-14
               December 2019, Vancouver, BC, Canada},
  pages     = {3491--3501},
  year      = {2019},
  url       = {http://papers.nips.cc/paper/8609-sgd-on-neural-networks-learns-functions-of-increasing-complexity},
  timestamp = {Fri, 06 Mar 2020 16:59:09 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/KalimerisKNEYBZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

Downloads: 0

{"_id":"zxZgwLBF5Tfa7tM7E","bibbaseid":"nakkiran-kaplun-kalimeris-yang-edelman-zhang--sgdonneuralnetworkslearnsfunctionsofincreasingcomplexity-2019","authorIDs":["Qs85rjgnWg6CruLc4"],"author_short":["Nakkiran, P.","Kaplun, G.","Kalimeris, D.","Yang, T.","Edelman, B. L.","Zhang, F.",", B. B."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["Preetum"],"propositions":[],"lastnames":["Nakkiran"],"suffixes":[]},{"firstnames":["Gal"],"propositions":[],"lastnames":["Kaplun"],"suffixes":[]},{"firstnames":["Dimitris"],"propositions":[],"lastnames":["Kalimeris"],"suffixes":[]},{"firstnames":["Tristan"],"propositions":[],"lastnames":["Yang"],"suffixes":[]},{"firstnames":["Benjamin","L."],"propositions":[],"lastnames":["Edelman"],"suffixes":[]},{"firstnames":["Fred"],"propositions":[],"lastnames":["Zhang"],"suffixes":[]},{"propositions":[],"lastnames":[""],"firstnames":["Boaz","Barak"],"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, 8-14 December 2019, Vancouver, BC, Canada","pages":"3491–3501","year":"2019","url":"http://papers.nips.cc/paper/8609-sgd-on-neural-networks-learns-functions-of-increasing-complexity","timestamp":"Fri, 06 Mar 2020 16:59:09 +0100","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 = {\n Preetum Nakkiran and\n Gal Kaplun and\n Dimitris Kalimeris and\n Tristan Yang and\n Benjamin L. Edelman and\n Fred Zhang and,\n Boaz Barak},\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, 8-14\n December 2019, Vancouver, BC, Canada},\n pages = {3491--3501},\n year = {2019},\n url = {http://papers.nips.cc/paper/8609-sgd-on-neural-networks-learns-functions-of-increasing-complexity},\n timestamp = {Fri, 06 Mar 2020 16:59:09 +0100},\n biburl = {https://dblp.org/rec/conf/nips/KalimerisKNEYBZ19.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Nakkiran, P.","Kaplun, G.","Kalimeris, D.","Yang, T.","Edelman, B. L.","Zhang, F.",", B. B."],"key":"DBLP:conf/nips/KalimerisKNEYBZ19","id":"DBLP:conf/nips/KalimerisKNEYBZ19","bibbaseid":"nakkiran-kaplun-kalimeris-yang-edelman-zhang--sgdonneuralnetworkslearnsfunctionsofincreasingcomplexity-2019","role":"author","urls":{"Paper":"http://papers.nips.cc/paper/8609-sgd-on-neural-networks-learns-functions-of-increasing-complexity"},"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":"http://preetum.nakkiran.org/pubs/pubs.bib","creationDate":"2020-11-29T22:52:55.989Z","downloads":0,"keywords":[],"search_terms":["sgd","neural","networks","learns","functions","increasing","complexity","nakkiran","kaplun","kalimeris","yang","edelman","zhang",", b. b."],"title":"SGD on Neural Networks Learns Functions of Increasing Complexity","year":2019,"dataSources":["mYRuxxL9PCiJjf4nA"]}