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Homogenization of SGD in high-dimensions: exact dynamics and generalization properties.

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Title: Homogenization of SGD in high-dimensions: exact dynamics and generalization properties.
Authors: Paquette, Courtney1,2, courtney.paquette@mcgill.ca, Paquette, Elliot1, Adlam, Ben2, Pennington, Jeffrey2
Source: Mathematical Programming; Nov2025, Vol. 214 Issue 1/2, p1-90, 90p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 189704693
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PubType: Academic Journal
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  Data: Homogenization of SGD in high-dimensions: exact dynamics and generalization properties.
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  Data: <searchLink fieldCode="JN" term="%22Mathematical+Programming%22">Mathematical Programming</searchLink>; Nov2025, Vol. 214 Issue 1/2, p1-90, 90p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=189704693
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        Value: 10.1007/s10107-024-02171-3
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      – Code: eng
        Text: English
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        PageCount: 90
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      – TitleFull: Homogenization of SGD in high-dimensions: exact dynamics and generalization properties.
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              Text: Nov2025
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              Value: 214
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