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Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach

Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach

Dimitris Bertsimas
Ryan Cory-Wright
Nicholas A. G. Johnson
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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
SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs
Mohammad Mozaffari
Amir Yazdanbakhsh
Zhao Zhang
M. Dehnavi
113
6
0
28 Jan 2025
OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decomposition
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
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent
Tian Tong
Cong Ma
Yuejie Chi
54
116
0
18 May 2020
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview
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
Low-rank Matrix Completion using Alternating Minimization
Prateek Jain
Praneeth Netrapalli
Sujay Sanghavi
173
1,066
0
03 Dec 2012

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