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Author

Satyajit Kumar

2 papers indexed here

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Open access Sep 2026

An Interpretable Workflow for Cohort Phenotyping Using Longitudinal Wearable Data.

Consumer wearable devices non-invasively capture continuous physiological and behavioral signals, positioning them as promising tools for precision medicine applications, in particular disease diagnostics. Nevertheless, while most of the literature focuses on models and algorithms for disease prediction or classificati...

Ziv Lautman, Chi Chang, E. Rangan et al. · 0 citations
Jul 2026

A Controlled Study of Attention-Only Transformers

This work pretrain attention-only decoder transformers against standard transformers matched separately for parameter count, training FLOPs, and depth (2 to 48 layers), for up to 105B tokens at 6M to 87M parameters, and localizes the remaining gap to parametric recall.

Henry Ndubuaku, Karen Mosoyan, Jakub Mroz et al. · 1 citation

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