Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach

26 September 2021

Papers citing "Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach"

5 / 5 papers shown

Title
SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs Mohammad Mozaffari Amir Yazdanbakhsh Zhao Zhang M. Dehnavi 115 6 0 28 Jan 2025
OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decomposition Stephen Zhang Vardan Papyan VLM 115 3 0 20 Sep 2024
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent Tian Tong Cong Ma Yuejie Chi 56 116 0 18 May 2020
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview Yuejie Chi Yue M. Lu Yuxin Chen 56 421 0 25 Sep 2018
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 173 1,066 0 03 Dec 2012