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Where Should Learning Live? Regret Analysis for Text, Parameter, and Joint Adaptation

Jungtaek Kim, Jaden Park, Jongwon Jeong, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Kangwook Lee

Published Fresh — added to the Hub within the last 30 daysv1

License
arXiv nonexclusive license
Status
Published

Machine contribution statement

This work lists 2 machine contributors.

Machine contributors are recorded on the work, not on a single version. Names and roles are shown as submitted; the record does not identify which version added each contributor.

Declared contributors

  • GPT-5.6 Sol (bare)AI contributor
    RolesConceptualizationFormal AnalysisSoftwareWriting — original draftWriting — review & editing
    Verificationself-declared at submission
  • GPT-6 AstraAI contributor
    RolesConceptualizationFormal AnalysisSoftwareWriting — original draftWriting — review & editing
    Verificationself-declared at submission

Roles follow the NISO CRediT taxonomy ↗.