Marie Maros
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
gradient tracking
(2)
linear convergence
(2)
high-dimensional estimation
(1)
gradient descent
(1)
high-dimensional regression
(1)
linear regression
(1)
low-rank matrix
(1)
restricted isometry property
(1)
sparse linear regression
(1)
proximal gradient
(1)
distributed algorithm
(1)
projected gradient
(1)
matrix sensing
(1)
linear rate
(1)
networked inference
(1)
accelerated proximal gradient
(1)
distributed sparse regression
(1)
decentralized optimization
(1)
high-dimensional recovery
(1)
distributed optimization
(1)
Papers
Decentralized Sparse Linear Regression via Gradient-Tracking
JMLR 2025
Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence
NeurIPS 2023
Acceleration in Distributed Sparse Regression
NeurIPS 2022
DGD^2: A Linearly Convergent Distributed Algorithm For High-dimensional Statistical Recovery
NeurIPS 2022