A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics. Tzen, B. & Raginsky, M. arXiv:2002.01987, February, 2020. arXiv: 2002.01987bibtex @article{tzen_mean-field_2020,
title = {A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled {McKean}-{Vlasov} dynamics},
journal = {arXiv:2002.01987},
author = {Tzen, Belinda and Raginsky, Maxim},
month = feb,
year = {2020},
note = {arXiv: 2002.01987},
keywords = {/unread, cs.LG, math.OC, math.PR, stat.ML, ⛔ No DOI found},
}
Downloads: 0
{"_id":"f4En2zWX4cFRXu2Zu","bibbaseid":"tzen-raginsky-ameanfieldtheoryoflazytrainingintwolayerneuralnetsentropicregularizationandcontrolledmckeanvlasovdynamics-2020","author_short":["Tzen, B.","Raginsky, M."],"bibdata":{"bibtype":"article","type":"article","title":"A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics","journal":"arXiv:2002.01987","author":[{"propositions":[],"lastnames":["Tzen"],"firstnames":["Belinda"],"suffixes":[]},{"propositions":[],"lastnames":["Raginsky"],"firstnames":["Maxim"],"suffixes":[]}],"month":"February","year":"2020","note":"arXiv: 2002.01987","keywords":"/unread, cs.LG, math.OC, math.PR, stat.ML, ⛔ No DOI found","bibtex":"@article{tzen_mean-field_2020,\n\ttitle = {A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled {McKean}-{Vlasov} dynamics},\n\tjournal = {arXiv:2002.01987},\n\tauthor = {Tzen, Belinda and Raginsky, Maxim},\n\tmonth = feb,\n\tyear = {2020},\n\tnote = {arXiv: 2002.01987},\n\tkeywords = {/unread, cs.LG, math.OC, math.PR, stat.ML, ⛔ No DOI found},\n}\n\n","author_short":["Tzen, B.","Raginsky, M."],"key":"tzen_mean-field_2020","id":"tzen_mean-field_2020","bibbaseid":"tzen-raginsky-ameanfieldtheoryoflazytrainingintwolayerneuralnetsentropicregularizationandcontrolledmckeanvlasovdynamics-2020","role":"author","urls":{},"keyword":["/unread","cs.LG","math.OC","math.PR","stat.ML","⛔ No DOI found"],"metadata":{"authorlinks":{}},"html":""},"bibtype":"article","biburl":"https://bibbase.org/zotero/victorjhu","dataSources":["CmHEoydhafhbkXXt5"],"keywords":["/unread","cs.lg","math.oc","math.pr","stat.ml","⛔ no doi found"],"search_terms":["mean","field","theory","lazy","training","two","layer","neural","nets","entropic","regularization","controlled","mckean","vlasov","dynamics","tzen","raginsky"],"title":"A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics","year":2020}