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Kuniko Paxton

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#machine learning Open access Mar 2026

EcoFair: Energy-efficient inference routing for edge AI under data degradation

EcoFair is introduced, a vertically partitioned inference framework for dermatology classification in which image and tabular inputs remain local to edge clients while only learned modality-specific representations are transmitted for server-side fusion.

Mostafa Anoosha, Dhavalkumar Thakker, Kuniko Paxton et al. · 0 citations

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