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Qiaozhe Zhang

2 accepted papers

2024

How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective

NeurIPS 2024poster

Network pruning is a commonly used measure to alleviate the storage and computational burden of deep neural networks. However, the fundamental limit of network pruning is still lacking. To close the gap, in this work we'll take a first-principles approach, i.e. we'll directly impose the sparsity con…