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The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion.

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Title: The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion.
Authors: Kunin, Daniel1, kunin@stanford.edu, Sagastuy-Brena, Javier1, jvrsgsty@stanford.edu, Gillespie, Lauren1, gillespl@stanford.edu, Margalit, Eshed1, eshedm@stanford.edu, Tanaka, Hidenori2, hidenori.tanaka@ntt-research.com, Ganguli, Surya1,3, sganguli@stanford.edu, Yamins, Daniel L. K.1, yamins@stanford.edu
Source: Neural Computation; Jan2024, Vol. 36 Issue 1, p151-174, 24p
Database: Applied Science & Technology Source
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An: 174208129
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  Data: The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion.
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  Data: <searchLink fieldCode="AU" term="%22Kunin%2C+Daniel%22">Kunin, Daniel</searchLink><relatesTo>1</relatesTo>, <i>kunin@stanford.edu</i><br /><searchLink fieldCode="AU" term="%22Sagastuy-Brena%2C+Javier%22">Sagastuy-Brena, Javier</searchLink><relatesTo>1</relatesTo>, <i>jvrsgsty@stanford.edu</i><br /><searchLink fieldCode="AU" term="%22Gillespie%2C+Lauren%22">Gillespie, Lauren</searchLink><relatesTo>1</relatesTo>, <i>gillespl@stanford.edu</i><br /><searchLink fieldCode="AU" term="%22Margalit%2C+Eshed%22">Margalit, Eshed</searchLink><relatesTo>1</relatesTo>, <i>eshedm@stanford.edu</i><br /><searchLink fieldCode="AU" term="%22Tanaka%2C+Hidenori%22">Tanaka, Hidenori</searchLink><relatesTo>2</relatesTo>, <i>hidenori.tanaka@ntt-research.com</i><br /><searchLink fieldCode="AU" term="%22Ganguli%2C+Surya%22">Ganguli, Surya</searchLink><relatesTo>1,3</relatesTo>, <i>sganguli@stanford.edu</i><br /><searchLink fieldCode="AU" term="%22Yamins%2C+Daniel+L%2E+K%2E%22">Yamins, Daniel L. K.</searchLink><relatesTo>1</relatesTo>, <i>yamins@stanford.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Neural+Computation%22">Neural Computation</searchLink>; Jan2024, Vol. 36 Issue 1, p151-174, 24p
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        Value: 10.1162/neco_a_01626
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        Text: English
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      – TitleFull: The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion.
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              Text: Jan2024
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