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. |
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| 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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| ISSN: | 08997667 |
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| DOI: | 10.1162/neco_a_01626 |
