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Research Output 2013 2019

  • 18 Conference contribution
  • 16 Article
  • 3 Conference article
  • 1 Review article
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Article
2019

Graph multiview canonical correlation analysis

Chen, J., Wang, G. & Giannakis, G. B., Jun 1 2019, In : IEEE Transactions on Signal Processing. 67, 11, p. 2826-2838 13 p., 8686218.

Research output: Contribution to journalArticle

Decomposition
Geometry
1 Citation (Scopus)

Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization

Wang, G., Giannakis, G. B. & Chen, J., May 1 2019, In : IEEE Transactions on Signal Processing. 67, 9, p. 2357-2370 14 p., 8671751.

Research output: Contribution to journalArticle

Hinges
Chemical activation
Neural networks
1 Citation (Scopus)

Nonlinear dimensionality reduction for discriminative analytics of multiple datasets

Chen, J., Wang, G. & Giannakis, G. B., Feb 1 2019, In : IEEE Transactions on Signal Processing. 67, 3, p. 740-752 13 p., 8565879.

Research output: Contribution to journalArticle

Principal component analysis
Feature extraction
Decomposition
2018
4 Citations (Scopus)

Canonical correlation analysis of datasets with a common source graph

Chen, J., Wang, G., Shen, Y. & Giannakis, G. B., Aug 15 2018, In : IEEE Transactions on Signal Processing. 66, 16, p. 4398-4405 8 p., 8408767.

Research output: Contribution to journalArticle

Image classification
Data fusion
Feature extraction
Geometry

Compressive Phase Retrieval via Reweighted Amplitude Flow

Zhang, L., Wang, G., Giannakis, G. B. & Chen, J., Oct 1 2018, In : IEEE Transactions on Signal Processing. 66, 19, p. 5029-5040 12 p., 8424911.

Research output: Contribution to journalArticle

Recovery
Experiments
8 Citations (Scopus)

Phase Retrieval via Reweighted Amplitude Flow

Wang, G., Giannakis, G. B., Saad, Y. & Chen, J., Jun 1 2018, In : IEEE Transactions on Signal Processing. 66, 11, p. 2818-2833 16 p.

Research output: Contribution to journalArticle

Recovery
Additive noise
Computational efficiency
Computational complexity
5 Citations (Scopus)

Power system state estimation via feasible point pursuit: Algorithms and Cramér-rao bound

Wang, G., Zamzam, A. S., Giannakis, G. B. & Sidiropoulos, N. D., Mar 15 2018, In : IEEE Transactions on Signal Processing. 66, 6, p. 1649-1658 10 p., 8253864.

Research output: Contribution to journalArticle

State estimation
Quadratic programming
Electric potential
Computational complexity
Economics
39 Citations (Scopus)

Solving systems of random quadratic equations via truncated amplitude flow

Wang, G., Giannakis, G. B. & Eldar, Y. C., Feb 1 2018, In : IEEE Transactions on Information Theory. 64, 2, p. 773-794 22 p., 8049465.

Research output: Contribution to journalArticle

performance
18 Citations (Scopus)

Sparse phase retrieval via truncated amplitude flow

Wang, G., Zhang, L., Giannakis, G. B., Akcakaya, M. & Chen, J., Jan 15 2018, In : IEEE Transactions on Signal Processing. 66, 2, p. 479-491 13 p.

Research output: Contribution to journalArticle

Additive noise
Computational complexity
Recovery
2017
2 Citations (Scopus)

Power scheduling for Kalman filtering over lossy wireless sensor networks

Chen, J., Wang, G. & Sun, J., Feb 24 2017, In : IET Control Theory and Applications. 11, 4, p. 531-540 10 p.

Research output: Contribution to journalArticle

Kalman Filtering
Sensor nodes
Wireless Sensor Networks
Wireless sensor networks
Scheduling
5 Citations (Scopus)

Randomized Block Frank-Wolfe for Convergent Large-Scale Learning

Zhang, L., Wang, G., Romero, D. & Giannakis, G. B., Dec 15 2017, In : IEEE Transactions on Signal Processing. 65, 24, p. 6448-6461 14 p., 8047993.

Research output: Contribution to journalArticle

Support vector machines
12 Citations (Scopus)

Scalable Solvers of Random Quadratic Equations via Stochastic Truncated Amplitude Flow

Wang, G., Giannakis, G. B. & Chen, J., Apr 15 2017, In : IEEE Transactions on Signal Processing. 65, 8, p. 1961-1974 14 p., 7815432.

Research output: Contribution to journalArticle

Additive noise
Experiments
2016
17 Citations (Scopus)

Ergodic Energy Management Leveraging Resource Variability in Distribution Grids

Wang, G., Kekatos, V., Conejo, A. J. & Giannakis, G. B., Nov 1 2016, In : IEEE Transactions on Power Systems. 31, 6, p. 4765-4775 11 p., 7419267.

Research output: Contribution to journalArticle

Energy management
Reactive power
Electricity
Electric potential
Compensation and Redress

Optimal scheduling of electric vehicles charging in low-voltage distribution systems

Xu, S., Zhang, L., Yan, Z., Feng, D., Wang, G. & Zhao, X., Jul 1 2016, In : Journal of Electrical Engineering and Technology. 11, 4, p. 810-819 10 p.

Research output: Contribution to journalArticle

Electric vehicles
Scheduling
Electric potential
Economics
Costs
2015
57 Citations (Scopus)

Stochastic Reactive Power Management in Microgrids with Renewables

Kekatos, V., Wang, G., Conejo, A. J. & Giannakis, G. B., Nov 1 2015, In : IEEE Transactions on Power Systems. 30, 6, p. 3386-3395 10 p., 6981998.

Research output: Contribution to journalArticle

Reactive power
Lagrange multipliers
Distributed power generation
Electric vehicles
Cones
2013
19 Citations (Scopus)

Stochastic stability of extended filtering for non-linear systems with measurement packet losses

Wang, G., Chen, J. & Sun, J., Nov 11 2013, In : IET Control Theory and Applications. 7, 17, p. 2048-2055 8 p.

Research output: Contribution to journalArticle

Stochastic Stability
Packet Loss
Estimation Error
Packet loss
Error analysis