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Other literature type . 2026
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ZENODO
Other literature type . 2026
License: CC BY
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Other literature type . 2026
License: CC BY
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ZENODO
Other literature type . 2026
License: CC BY
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ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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Claim

Unified Theory of Machine Learning : A Dynamical Theory of Stability, Generalization, and Solvability

descriptionPublicationkeyboard_double_arrow_right Other literature type 04 Feb 2026 English Publisher:Zenodo
Authors: Kasukurthi, Sandeep;

doi: 10.5281/zenodo.18476506 , 10.5281/zenodo.18476505 , 10.5281/zenodo.18481240

Unified Theory of Machine Learning : A Dynamical Theory of Stability, Generalization, and Solvability

Abstract

An independent reseacher from India

Keywords

Machine Learning Theory, Dynamical Stability, Training Stability, Stability Measures, Free Energy Principle, Nonlinear Dynamics, Learning Dynamics, Generalization, Dynamical States, Conditional Solvability

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    selected citations
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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green