conftrace_

optimal brain surgeon

6 papers

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Also known as

OBS

Co-occurring keywords · papers mentioning both

model compression (6) neural network pruning (5) layer-wise pruning (2) weight pruning (2) combinatorial optimization (2) large language model (1) neural network (1) network sparsification (1) second-order derivative (1) layer-wise error (1)

Papers

SlimGPT: Layer-wise Structured Pruning for Large Language Models NeurIPS 2024 The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information NeurIPS 2024 Fast as CHITA: Neural Network Pruning with Combinatorial Optimization ICML 2023 Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning NeurIPS 2022 The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks ICML 2022 Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NeurIPS 2017