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Gabriel Afriat

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#machine learning Apr 2026

MOONSHOT : A Framework for Multi-Objective Pruning of Vision and Large Language Models

This work proposes MOONSHOT, a general and flexible framework that extends any single-objective pruning method into a multi-objective formulation by jointly optimizing both the layer-wise reconstruction error and second-order Taylor approximation of the training loss.

Gabriel Afriat, Xiangui Meng, Shibal Ibrahim et al. · Trans. Mach. Learn. Res. · 0 citations