$\kappa$-Budgeting: ENABOL

This repository contains the code and documentation for the actual mathematical implementation of the $\kappa$-Budgeting algorithm, as described in the paper "ENABOL: Enabling Stable On-Chip Learning via Adaptive Lipschitz Budgeting in Edge-AI Systems".

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Paper

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Cite:

If you find this work useful, please consider citing it with the following BibTeX entry:

@inproceedings{blanco-valentin2026enabol,
  title={ENABOL: Enabling Stable On-Chip Learning via Adaptive Lipschitz Budgeting in Edge-AI Systems},
  author={Blanco Valentin, Manuel and Forelli, Ryan and Gindlesperger, Ethan and Guo, Houxuan and Ogrenci, Seda},
  conference={ICCAD},
    year={2026}
}

or in plain text:

Manuel Blanco Valentin, Ryan Forelli, Ethan Gindlesperger, Houxuan Guo, and Seda Ogrenci. "ENABOL: Enabling Stable On-Chip Learning via Adaptive Lipschitz Budgeting in Edge-AI Systems". In Proceedings of the 45th International Conference on Computer-Aided Design (ICCAD), 2026.