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20092025
most citedRandomized Extended Kaczmarz for Solving Least-Squares

274 citations · 444 across the 26 of their papers we have counts for

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Showing 2018Show all

5 papers · 1 filter

eess.SP2018★ 3 cited

A Synchrophasor Data-driven Method for Forced Oscillation Localization under Resonance Conditions

Tong Huang, Nikolaos M. Freris, P. R. Kumar +1

This paper proposes a data-driven algorithm of locating the source of forced oscillations and suggests the physical interpretation of the method. By leveraging the sparsity of the…

cs.NI2018

A software-defined architecture for control of IoT Cyberphysical Systems

Ala' Darabseh, Nikolaos M. Freris

Based on software-defined principles, we propose a holistic architecture for Cyberphysical Systems (CPS) and Internet of Things (IoT) applications, and highlight the merits pertain…

stat.ML2018★ 32 cited

Sparse Travel Time Estimation from Streaming Data

Saif Eddin Jabari, Nikolaos M. Freris, Deepthi Mary Dilip

We address two shortcomings in online travel time estimation methods for congested urban traffic. The first shortcoming is related to the determination of the number of mixture mod…

math.OC2018★ 1 cited

Consensus over evolutionary graphs

Michalis Smyrnakis, Nikolaos M. Freris, Hamidou Tembine

We establish average consensus on graphs with dynamic topologies prescribed by evolutionary games among strategic agents. Each agent possesses a private reward function and dynamic…

math.OC2018★ 2 cited

SUCAG: Stochastic Unbiased Curvature-aided Gradient Method for Distributed Optimization

Hoi-To Wai, Nikolaos M. Freris, Angelia Nedic +1

We propose and analyze a new stochastic gradient method, which we call Stochastic Unbiased Curvature-aided Gradient (SUCAG), for finite sum optimization problems. SUCAG constitutes…