Marie Maros
4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(5)
🌉
Interdisciplinary Bridge
Conferences
NIPS (3)
JMLR (1)
Top co-authors
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
NIPS 2023
DGD^2: A Linearly Convergent Distributed Algorithm For High-dimensional Statistical Recovery
NIPS 2022
Acceleration in Distributed Sparse Regression
NIPS 2022