The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Informationby Diyuan Wu, Ionut-Vlad…
Modularity in Transformers: Investigating Neuron Separability & Specializationby Nicholas Pochinkov, Thomas Jones, Mohammed Rashidur RahmanFirst…
Analyzing Inference Privacy Risks Through Gradients in Machine Learningby Zhuohang Li, Andrew Lowy, Jing Liu,…
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensemblesby Youssouf Emine, Alexandre Forel,…
EMP: Enhance Memory in Data Pruningby Jinying Xiao, Ping Li, Jie Nie, Zhe TangFirst submitted…
KGPrune: a Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruningby Pierre…
PAT: Pruning-Aware Tuning for Large Language Modelsby Yijiang Liu, Huanrui Yang, Youxin Chen, Rongyu Zhang,…
Learning effective pruning at initialization from iterative pruningby Shengkai Liu, Yaofeng Cheng, Fusheng Zha, Wei…
Variational autoencoder-based neural network model compressionby Liang Cheng, Peiyuan Guan, Amir Taherkordi, Lei Liu, Dapeng…
Investigating Language-Specific Calibration For Pruning Multilingual Large Language Modelsby Simon Kurz, Jian-Jia Chen, Lucie Flek,…