Lottery Tickets in Linear Models: An Analysis of Iterative Magnitude Pruning

16 July 2020

Papers citing "Lottery Tickets in Linear Models: An Analysis of Iterative Magnitude Pruning"

11 / 11 papers shown

Title
Iterative Magnitude Pruning as a Renormalisation Group: A Study in The Context of The Lottery Ticket Hypothesis Abu-Al Hassan 25 0 0 06 Aug 2023
My3DGen: A Scalable Personalized 3D Generative Model Luchao Qi Jiaye Wu Annie N. Wang Sheng-Yu Wang Roni Sengupta 3DH 39 3 0 11 Jul 2023
Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions Junyang Cai Khai-Nguyen Nguyen Nishant Shrestha Aidan Good Ruisen Tu Xin Yu Shandian Zhe Thiago Serra MLT 37 7 0 19 Jan 2023
Zeroth-Order Topological Insights into Iterative Magnitude Pruning Aishwarya H. Balwani J. Krzyston 24 2 0 14 Jun 2022
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm Aidan Good Jia-Huei Lin Hannah Sieg Mikey Ferguson Xin Yu Shandian Zhe J. Wieczorek Thiago Serra 29 11 0 07 Jun 2022
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks Xin Yu Thiago Serra Srikumar Ramalingam Shandian Zhe 36 48 0 09 Mar 2022
SHRIMP: Sparser Random Feature Models via Iterative Magnitude Pruning Yuege Xie Bobby Shi Hayden Schaeffer Rachel A. Ward 78 9 0 07 Dec 2021
Probabilistic fine-tuning of pruning masks and PAC-Bayes self-bounded learning Soufiane Hayou Bo He Gintare Karolina Dziugaite 29 2 0 22 Oct 2021
Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Pruned Neural Networks Shuai Zhang Meng Wang Sijia Liu Pin-Yu Chen Jinjun Xiong UQCV MLT 21 13 0 12 Oct 2021
GANs Can Play Lottery Tickets Too Xuxi Chen Zhenyu (Allen) Zhang Yongduo Sui Tianlong Chen GAN 19 58 0 31 May 2021
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 188 1,027 0 06 Mar 2020