Convolutional and Residual Networks Provably Contain Lottery Tickets

4 May 2022

Papers citing "Convolutional and Residual Networks Provably Contain Lottery Tickets"

11 / 11 papers shown

Title
Sign-In to the Lottery: Reparameterizing Sparse Training From Scratch Advait Gadhikar Tom Jacobs Chao Zhou R. Burkholz 78 0 0 17 Apr 2025
Mask in the Mirror: Implicit Sparsification Tom Jacobs R. Burkholz 195 4 0 19 Aug 2024
Cyclic Sparse Training: Is it Enough? Advait Gadhikar Sree Harsha Nelaturu R. Burkholz CLL 103 0 0 04 Jun 2024
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing Adarsh Jamadandi Celia Rubio-Madrigal R. Burkholz 110 5 0 06 Apr 2024
A Survey of Lottery Ticket Hypothesis Bohan Liu Zijie Zhang Peixiong He Zhensen Wang Yang Xiao Ruimeng Ye Yang Zhou Wei-Shinn Ku Bo Hui UQCV 91 15 0 07 Mar 2024
Polynomially Over-Parameterized Convolutional Neural Networks Contain Structured Strong Winning Lottery Tickets A. D. Cunha Francesco d’Amore Emanuele Natale MLT 66 1 0 16 Nov 2023
$Strong Lottery Ticket Hypothesis with $\varepsilon$--perturbation$ Strong Lottery Ticket Hypothesis with $\varepsilon$ --perturbation Zheyang Xiong Fangshuo Liao Anastasios Kyrillidis 61 2 0 29 Oct 2022
Why Random Pruning Is All We Need to Start Sparse Advait Gadhikar Sohom Mukherjee R. Burkholz 98 21 0 05 Oct 2022
A General Framework For Proving The Equivariant Strong Lottery Ticket Hypothesis Damien Ferbach Christos Tsirigotis Gauthier Gidel Avishek A. Bose 78 17 0 09 Jun 2022
Most Activation Functions Can Win the Lottery Without Excessive Depth R. Burkholz MLT 115 18 0 04 May 2022
Optimal Lottery Tickets via SubsetSum: Logarithmic Over-Parameterization is Sufficient Ankit Pensia Shashank Rajput Alliot Nagle Harit Vishwakarma Dimitris Papailiopoulos 68 104 0 14 Jun 2020