Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers

Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari. Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers. In Victor Grimblatt, Chip-Hong Chang, Ricardo Reis 0001, Anupam Chattopadhyay, Andrea Calimera, editors, VLSI-SoC: Technology Advancement on SoC Design - 29th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021, Singapore, October 4-8, 2021, Revised and Extended Selected Papers. Volume 661 of IFIP Advances in Information and Communication Technology, pages 25-47, Springer, 2021. [doi]

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