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cs.LG2026
STARFISH: faST Accuracy Recovery in pruned networks From Internal State Healing
Shir Maon, Odelia Melamed, Adi Shamir
Pruning is a process designed to reduce the number of weights in a large neural network. This can substantially speed up inference but might cause a considerable reduction in the m…
cs.LG2023
Polynomial Time Cryptanalytic Extraction of Neural Network Models
Adi Shamir, Isaac Canales-Martinez, Anna Hambitzer +3
Billions of dollars and countless GPU hours are currently spent on training Deep Neural Networks (DNNs) for a variety of tasks. Thus, it is essential to determine the difficulty of…