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Georgios B Giannakis

Professor, College of Science & Engineering, Electrical and Computer Engineering
Director (With Faculty Rank), College of Science & Engineering, Centers and Facilities (CSE)

Accepting PhD Students

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Projects 2002 2020

7 Active
17 Finished

CCSS: Collaborative Research: Learn-and-Adapt to Optimal

Giannakis, G. B.

National Science Foundation

7/1/17 → 6/30/20

Project: Research project

Research

EAGER-DynamicData: Dynamic Data-Driven Random Sampling a

Giannakis, G. B.

National Science Foundation

9/15/15 → 8/31/18

Project: Research project

Learning algorithms

Sampling

ECCS-EPCN: Stochastic Power Control and Learning for Ene

Giannakis, G. B. & Kekatos, V.

National Science Foundation

8/1/15 → 7/31/18

Project: Research project

energy

learning

CCSS: Collaborative Research: Smart-Grid Powered Green C

Giannakis, G. B.

National Science Foundation

7/1/15 → 6/30/18

Project: Research project

Research

CyberSEES: Type 2: Collaborative Research: Tenable Power

Giannakis, G. B. & Dhople, S.

National Science Foundation

9/1/14 → 8/31/18

Project: Research project

Research

Research Output 1986 2018

524 Article
421 Conference contribution
9 Chapter
6 Editorial
14 More

Blind Radio Tomography

Romero, D., Lee, D. & Giannakis, G. B. Jan 29 2018 (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Contribution to journal › Article

Tomography

Calibration

Imaging techniques

Radio interference

Intrusion detection

Decentralized RLS with data-adaptive censoring for regressions over large-scale networks

Wang, Z., Yu, Z., Ling, Q., Berberidis, D. & Giannakis, G. B. Mar 15 2018 In : IEEE Transactions on Signal Processing. 66, 6, p. 1634-1648 15 p., 8264782

Research output: Contribution to journal › Article

Cost benefit analysis

Stochastic systems

Electronic mail

Cost reduction

Computational efficiency

Distributed Stochastic Optimization of Network Function Virtualization

Chen, X., Ni, W., Chen, T., Collings, I. B., Wang, X., Liu, R. P. & Giannakis, G. B. Jan 10 2018 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Costs

Network routing

Gradient methods

Hardware

Virtual machine

Fast Decentralized Learning via Hybrid Consensus ADMM

Ma, M., Nikolakopoulos, A. N. & Giannakis, G. B. 2018 (Accepted/In press) 2018 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

File

Fusion reactions

Telecommunication networks

Topology

Communication

Inference of Spatio-Temporal Functions over Graphs via Multikernel Kriged Kalman Filtering

Ioannidis, V. N., Romero, D. & Giannakis, G. B. Jun 15 2018 In : IEEE Transactions on Signal Processing. 66, 12, p. 3228-3239 12 p.

Research output: Contribution to journal › Article

Glossaries

Kalman filters

Learning algorithms

Computational complexity

Topology