George Michailidis
Orcid: 0000-0002-3676-1739
According to our database1,
George Michailidis
authored at least 157 papers
between 2001 and 2024.
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Bibliography
2024
Trans. Mach. Learn. Res., 2024
2023
Technometrics, October, 2023
J. Mach. Learn. Res., 2023
2022
DAdam: A Consensus-Based Distributed Adaptive Gradient Method for Online Optimization.
IEEE Trans. Signal Process., 2022
IEEE Trans. Medical Imaging, 2022
A Novel Data-Driven Approach for Solving the Electric Vehicle Charging Station Location-Routing Problem.
IEEE Trans. Intell. Transp. Syst., 2022
A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions.
Stat. Comput., 2022
IEEE J. Sel. Top. Signal Process., 2022
J. Mach. Learn. Res., 2022
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models.
J. Mach. Learn. Res., 2022
J. Comput. Graph. Stat., 2022
Optimal routing for electric vehicle charging systems with stochastic demand: A heavy traffic approximation approach.
Eur. J. Oper. Res., 2022
A Penalty Based Method for Communication-Efficient Decentralized Bilevel Programming.
CoRR, 2022
CoRR, 2022
Proceedings of the L@S'22: Ninth ACM Conference on Learning @ Scale, New York City, NY, USA, June 1, 2022
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022
On The Convergence of ADAM-Type Algorithms for Solving Structured Single Node and Decentralized Min-Max Saddle Point Games.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
IEEE Trans. Autom. Control., 2021
A decentralized adaptive momentum method for solving a class of min-max optimization problems.
Signal Process., 2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
The effects of a personalized recommendation system on students' high-stakes achievement scores: A field experiment.
Proceedings of the 14th International Conference on Educational Data Mining, 2021
2020
System Identification of High-Dimensional Linear Dynamical Systems With Serially Correlated Output Noise Components.
IEEE Trans. Signal Process., 2020
Multiple Change Points Detection in Low Rank and Sparse High Dimensional Vector Autoregressive Models.
IEEE Trans. Signal Process., 2020
SIAM/ASA J. Uncertain. Quantification, 2020
A Statistical Framework for Detecting Electricity Theft Activities in Smart Grid Distribution Networks.
IEEE J. Sel. Areas Commun., 2020
Regularized Estimation of High-dimensional Factor-Augmented Vector Autoregressive (FAVAR) Models.
J. Mach. Learn. Res., 2020
J. Mach. Learn. Res., 2020
J. Mach. Learn. Res., 2020
Adaptive First-and Zeroth-order Methods for Weakly Convex Stochastic Optimization Problems.
CoRR, 2020
Online detection of local abrupt changes in high-dimensional Gaussian graphical models.
CoRR, 2020
2019
Corrections to "Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions".
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Process., 2019
IEEE Trans. Smart Grid, 2019
IEEE Trans. Autom. Control., 2019
Comput. Stat. Data Anal., 2019
BMC Bioinform., 2019
Bioinform., 2019
Differential network enrichment analysis reveals novel lipid pathways in chronic kidney disease.
Bioinform., 2019
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019
The Impact of an Online Tutoring Program for Algebra Readiness on Mathematics Achievements; Results of a Randomized Experiment.
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019
Proceedings of the IEEE Data Science Workshop, 2019
Proceedings of the IEEE Data Science Workshop, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
2018
Fast Randomized Algorithms for t-Product Based Tensor Operations and Decompositions with Applications to Imaging Data.
SIAM J. Imaging Sci., 2018
Proceedings of the 2018 IEEE International Conference on Communications, 2018
2017
Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability.
IEEE Trans. Control. Netw. Syst., 2017
J. Mach. Learn. Res., 2017
Regularized Estimation and Testing for High-Dimensional Multi-Block Vector-Autoregressive Models.
J. Mach. Learn. Res., 2017
Structural optimization under overhang constraints imposed by additive manufacturing technologies.
J. Comput. Phys., 2017
CoRR, 2017
Sparse network modeling and metscape-based visualization methods for the analysis of large-scale metabolomics data.
Bioinform., 2017
2016
Measuring Influence of Users in Twitter Ecosystems Using a Counting Process Modeling Framework.
Technometrics, 2016
AMON: An Open Source Architecture for Online Monitoring, Statistical Analysis, and Forensics of Multi-Gigabit Streams.
IEEE J. Sel. Areas Commun., 2016
J. Mach. Learn. Res., 2016
A non-negative matrix factorization method for detecting modules in heterogeneous omics multi-modal data.
Bioinform., 2016
Bioinform., 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the Second International Workshop on Data Science for Macro-Modeling, 2016
2015
IEEE Trans. Smart Grid, 2015
Technometrics, 2015
IEEE Trans. Autom. Control., 2015
IEEE Trans. Autom. Control., 2015
Mach. Learn., 2015
J. Mach. Learn. Res., 2015
Analysis of Multiview Legislative Networks with Structured Matrix Factorization: Does Twitter Influence Translate to the Real World?
CoRR, 2015
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015
2014
Measuring Influence in Twitter Ecosystems using a Counting Process Modeling Framework.
CoRR, 2014
Hashing Pursuit for Online Identification of Heavy-Hitters in High-Speed Network Streams.
CoRR, 2014
Proceedings of the International Workshop on Data Science for Macro-Modeling, 2014
Do U.S. Regulators Listen to the Public? Testing the Regulatory Process with the RegRank Algorithm.
Proceedings of the International Workshop on Data Science for Macro-Modeling, 2014
2013
IEEE Trans. Signal Process., 2013
Technometrics, 2013
IEEE J. Sel. Areas Commun., 2013
Structural and Functional Discovery in Dynamic Networks with Non-negative Matrix Factorization
CoRR, 2013
CoRR, 2013
OKVAR-Boost: a novel boosting algorithm to infer nonlinear dynamics and interactions in gene regulatory networks.
Bioinform., 2013
Discovering the ecosystem of an electronic financial market with a dynamic machine-learning method.
Algorithmic Finance, 2013
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Power allocation to a network of charging stations based on network tomography monitoring.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
Proceedings of the 2013 IEEE Global Communications Conference, 2013
Discovery of path-important nodes using structured semi-nonnegative matrix factorization.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
2012
IEEE Trans. Smart Grid, 2012
Stability and Control of Acyclic Stochastic Processing Networks With Shared Resources.
IEEE Trans. Autom. Control., 2012
IEEE Computer Graphics and Applications, 2012
BMC Bioinform., 2012
Strategies for competing energy storage technologies for in DC fast charging stations.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012
An algorithm for joint guidance and power control for electric vehicles in the smart grid.
Proceedings of IEEE International Conference on Communications, 2012
Proceedings of IEEE International Conference on Communications, 2012
A decentralized ID algorithm for detecting slow-fast oscillations in power systems from overwhelming volumes of phasor data.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
IEEE Trans. Inf. Theory, 2011
IEEE Trans. Inf. Theory, 2011
A decentralized algorithm for optimal resource allocation in smartgrids with communication network externalities.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011
Local energy storage sizing in plug-in hybrid electric vehicle charging stations under blocking probability constraints.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011
Aggregated-DAG Scheduling for Job Flow Maximization in Heterogeneous Cloud Computing.
Proceedings of the Global Communications Conference, 2011
Proceedings of the Global Communications Conference, 2011
2010
J. Chem. Inf. Model., 2010
Bioinform., 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
2009
Measurement-based optimal resource allocation for network services with pricing differentiation.
Perform. Evaluation, 2009
J. Comput. Biol., 2009
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, 2009
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009
Proceedings of the IEEE 14th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2009
2008
IEEE Trans. Signal Process., 2008
ACM Trans. Model. Comput. Simul., 2008
Technometrics, 2008
Technometrics, 2008
Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008
2007
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007
Proceedings of IEEE International Conference on Communications, 2007
2006
Profit-oriented resource allocation using online scheduling in flexible heterogeneous networks.
Telecommun. Syst., 2006
Comput. Stat. Data Anal., 2006
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006
Proceedings of the IEEE 11th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2006
2005
SIGMETRICS Perform. Evaluation Rev., 2005
Queueing Networks of Random Link Topology: Stationary Dynamics of Maximal Throughput Schedules.
Queueing Syst. Theory Appl., 2005
Comput. Networks, 2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
IEEE Trans. Inf. Theory, 2004
2003
J. Comput. Biol., 2003
Queueing network simulation analysis: developing efficient simulation methodology for complex queueing networks.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002
2001