Cover Image

Efficient Federated Low Rank Matrix Completion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Abbasi, Ahmed Ali, Vaswani, Namrata
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Locally Permuted Low Rank Column-wise Sensing
by: Abbasi, Ahmed Ali, et al.
Published: (2025)

Noisy Low Rank Column-wise Sensing
by: Singh, Ankit Pratap, et al.
Published: (2024)

Low Rank Tensor Completion via Adaptive ADMM
by: Führling, Niclas, et al.
Published: (2026)

Low-Rank Matrix Factorizations with Volume-based Constraints and Regularizations
by: Thanh, Olivier Vu
Published: (2024)

Efficient Wireless Federated Learning via Low-Rank Gradient Factorization
by: Guo, Mingzhao, et al.
Published: (2024)

The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing
by: Xu, Xingyu, et al.
Published: (2023)

Bayesian Matrix Completion Under Geometric Constraints
by: Chiluvuri, Rohit Varma, et al.
Published: (2026)

Matrix Completion with Hypergraphs:Sharp Thresholds and Efficient Algorithms
by: Ma, Zhongtian, et al.
Published: (2024)

Rate-Constrained Quantization for Communication-Efficient Federated Learning
by: Hamidi, Shayan Mohajer, et al.
Published: (2024)

Euclidean Distance Matrix Completion via Asymmetric Projected Gradient Descent
by: Li, Yicheng, et al.
Published: (2025)

Discrete Aware Matrix Completion via Convexized $\ell_0$-Norm Approximation
by: Führling, Niclas, et al.
Published: (2024)

Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks
by: Kang, Tianqu, et al.
Published: (2024)

Byzantine-Resilient Federated PCA and Low Rank Column-wise Sensing
by: Singh, Ankit Pratap, et al.
Published: (2023)

Low-Rank Adaptation Redux for Large Models
by: Li, Bingcong, et al.
Published: (2026)

Joint Optimization of Energy Consumption and Completion Time in Federated Learning
by: Zhou, Xinyu, et al.
Published: (2022)

SPaRSe-TIME: Saliency-Projected Low-Rank Temporal Modeling for Efficient and Interpretable Time Series Prediction
by: Shahriar, K. A.
Published: (2026)

When Bayesian Tensor Completion Meets Multioutput Gaussian Processes: Functional Universality and Rank Learning
by: Li, Siyuan, et al.
Published: (2025)

Efficient Matrix Factorization Via Householder Reflections
by: Dash, Anirudh, et al.
Published: (2024)

Revisiting Trace Norm Minimization for Tensor Tucker Completion: A Direct Multilinear Rank Learning Approach
by: Tong, Xueke, et al.
Published: (2024)

FB-NLL: A Feature-Based Approach to Tackle Noisy Labels in Personalized Federated Learning
by: Ali, Abdulmoneam, et al.
Published: (2026)

A Low-Complexity Plug-and-Play Deep Learning Model for Generalizable Massive MIMO Precoding
by: Karkan, Ali Hasanzadeh, et al.
Published: (2026)

Low Rank and Sparse Fourier Structure in Recurrent Networks Trained on Modular Addition
by: Rangamani, Akshay
Published: (2025)

A Low-Complexity Plug-and-Play Deep Learning Model for Massive MIMO Precoding Across Sites
by: Karkan, Ali Hasanzadeh, et al.
Published: (2025)

Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep Unrolling
by: Schynol, Lukas, et al.
Published: (2024)

Joint Bayesian Parameter and Model Order Estimation for Low-Rank Probability Mass Tensors
by: Chege, Joseph K., et al.
Published: (2024)

A Muon-Accelerated Algorithm for Low Separation Rank Tensor Generalized Linear Models
by: Liang, Xiao, et al.
Published: (2026)

Downlink Channel Covariance Matrix Estimation via Representation Learning with Graph Regularization
by: Zerin, Melih Can, et al.
Published: (2024)

EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters
by: Lotey, Taveena, et al.
Published: (2024)

Energy-Efficient Over-the-Air Federated Learning via Pinching Antenna Systems
by: Asaad, Saba, et al.
Published: (2026)

Alternating minimization algorithm with initialization analysis for r-local and k-sparse unlabeled sensing
by: Abbasi, Ahmed, et al.
Published: (2022)

PAUSE: Low-Latency and Privacy-Aware Active User Selection for Federated Learning
by: Peleg, Ori, et al.
Published: (2025)

DOA Estimation via Optimal Weighted Low-Rank Matrix Completion
by: Razavikia, Saeed, et al.
Published: (2025)

Stragglers-Aware Low-Latency Synchronous Federated Learning via Layer-Wise Model Updates
by: Lang, Natalie, et al.
Published: (2024)

Efficient Federated Low Rank Matrix Recovery via Alternating GD and Minimization: A Simple Proof
by: Vaswani, Namrata
Published: (2023)

Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus
by: Badi, Mohamed, et al.
Published: (2026)

AltGDmin: Alternating GD and Minimization for Partly-Decoupled (Federated) Optimization
by: Vaswani, Namrata
Published: (2025)

Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation
by: Yaras, Can, et al.
Published: (2024)

Age-Aware Edge-Blind Federated Learning via Over-the-Air Aggregation
by: Elshazly, Ahmed M., et al.
Published: (2026)

Fed-ZOE: Communication-Efficient Over-the-Air Federated Learning via Zeroth-Order Estimation
by: Jang, Jonggyu, et al.
Published: (2024)

Exact Tensor Completion Powered by Slim Transforms
by: Ge, Li, et al.
Published: (2024)