@prefix dcat: <http://www.w3.org/ns/dcat#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
@prefix vcard: <http://www.w3.org/2006/vcard/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00855113v1> a dcat:Dataset ;
    dct:description """
              We consider optimizing a function smooth convex function $f$ that is the average of a set of differentiable functions $f_i$, under the assumption considered by Solodov [1998] and Tseng [1998] that the norm of each gradient $f_i'$ is bounded by a linear function of the norm of the average gradient $f'$. We show that under these assumptions the basic stochastic gradient method with a sufficiently-small constant step-size has an $O(1/k)$ convergence rate, and has a linear convergence rate if $g$ is strongly-convex.
            """ ;
    dct:identifier "hal-00855113" ;
    dct:issued "2026-05-09T23:48:19.454797"^^xsd:dateTime ;
    dct:language "en" ;
    dct:modified "2026-05-09T23:48:19.454803"^^xsd:dateTime ;
    dct:publisher <https://rec.harvest-normandie.data4citizen.com/organization/cce9db95-46d9-4dc2-84b6-764215d0a002> ;
    dct:title "Fast Convergence of Stochastic Gradient Descent under a Strong Growth Condition" ;
    dcat:contactPoint [ a vcard:Organization ;
            vcard:fn "CCSD" ] ;
    dcat:distribution <https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00855113v1/resource/ccb935a8-d6bd-4bf3-a145-8b7377e0880b> ;
    dcat:keyword "convex-optimization",
        "infoeu-reposemanticspreprint",
        "mathmath-ocmathematics-mathoptimization-and-control-mathoc",
        "preprints-working-papers-",
        "stochastic-gradient" ;
    dcat:landingPage <https://inria.hal.science/hal-00855113> .

<https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00855113v1/resource/ccb935a8-d6bd-4bf3-a145-8b7377e0880b> a dcat:Distribution ;
    dct:format "HTML" ;
    dct:issued "2026-05-09T23:48:19.456569"^^xsd:dateTime ;
    dct:modified "2026-05-09T23:48:19.447418"^^xsd:dateTime ;
    dct:title "Fast Convergence of Stochastic Gradient Descent under a Strong Growth Condition" ;
    dcat:accessURL <https://inria.hal.science/hal-00855113> .

<https://rec.harvest-normandie.data4citizen.com/organization/cce9db95-46d9-4dc2-84b6-764215d0a002> a foaf:Agent ;
    foaf:name "test_moissonnage_selune" .

<https://inria.hal.science/hal-00855113> a foaf:Document .