- 1 - 50 out of 378 results
- Publication Year, Title (descending)

## A data-driven approach to stochastic network optimization

Chen, T., Mokhtari, A., Wang, X., Ribeiro, A. & Giannakis, G. B., Apr 19 2017,*2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 510-514 5 p. 7905894

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

## An Online Convex Optimization Approach to Proactive Network Resource Allocation

Chen, T., Ling, Q. & Giannakis, G. B., Dec 15 2017, In : IEEE Transactions on Signal Processing. 65, 24, p. 6350-6364 15 p., 8027140.Research output: Contribution to journal › Article

## An Online Convex Optimization Approach to Real-Time Energy Pricing for Demand Response

Kim, S. J. & Giannakis, G. B., Nov 1 2017, In : IEEE Transactions on Smart Grid. 8, 6, p. 2784-2793 10 p., 7438918.Research output: Contribution to journal › Article

## A randomized approach to large-scale subspace clustering

Traganitis, P. A. & Giannakis, G. B., Mar 1 2017,*Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016.*IEEE Computer Society, p. 1019-1023 5 p. 7869522

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

## Blind channel gain cartography

Romero, D., Lee, D. & Giannakis, G. B., Apr 19 2017,*2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 1110-1115 6 p. 7906014

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

## Channel Gain Cartography for Cognitive Radios Leveraging Low Rank and Sparsity

Lee, D., Kim, S. J. & Giannakis, G. B., Sep 1 2017, In : IEEE Transactions on Wireless Communications. 16, 9, p. 5953-5966 14 p., 7956220.Research output: Contribution to journal › Article

## Data sketching for large-scale kalman filtering

Berberidis, D. & Giannakis, G. B., Jul 15 2017, In : IEEE Transactions on Signal Processing. 65, 14, p. 3688-3701 14 p., 7893735.Research output: Contribution to journal › Article

## DGLB: Distributed stochastic geographical load balancing over cloud networks

Chen, T., Marques, A. G. & Giannakis, G. B., Jul 1 2017, In : IEEE Transactions on Parallel and Distributed Systems. 28, 7, p. 1866-1880 15 p., 7775032.Research output: Contribution to journal › Article

## Distributed recursive least-squares with data-adaptive censoring

Wang, Z., Yu, Z., Ling, Q., Berberidis, D. & Giannakis, G. B., Jun 16 2017,*2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 5860-5864 5 p. 7953280

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

## Egonet tensor decomposition for community identification

Sheikholeslami, F., Baingana, B., Giannakis, G. B. & Sidiropoulos, N. D., Apr 19 2017,*2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 341-345 5 p. 7905860

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

## Identifying directional connections in brain networks via multi-kernel granger models

Karanikolas, G. V. & Giannakis, G. B., Jun 16 2017,*2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 6304-6308 5 p. 7953369

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

## Inference of spatiotemporal processes over graphs via kernel kriged Kalman filtering

Ioannidis, V. N., Romero, D. & Giannakis, G. B., Oct 23 2017,*25th European Signal Processing Conference, EUSIPCO 2017.*Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1679-1683 5 p. 8081495

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

## Inferring directed network topologies via tensor factorization

Shen, Y., Baingana, B. & Giannakis, G. B., Mar 1 2017,*Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016.*IEEE Computer Society, p. 1739-1743 5 p. 7869680

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

## Kernel-Based Reconstruction of Graph Signals

Romero, D., Ma, M. & Giannakis, G. B., Feb 1 2017, In : IEEE Transactions on Signal Processing. 65, 3, p. 764-778 15 p., 7605501.Research output: Contribution to journal › Article

## Kernel-Based Reconstruction of Space-Time Functions on Dynamic Graphs

Romero, D., Ioannidis, V. N. & Giannakis, G. B., Sep 1 2017, In : IEEE Journal on Selected Topics in Signal Processing. 11, 6, p. 856-869 14 p., 7979500.Research output: Contribution to journal › Article

## Kernel-based reconstruction of space-time functions via extended graphs

Ioannidis, V. N., Romero, D. & Giannakis, G. B., Mar 1 2017,*Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016.*IEEE Computer Society, p. 1829-1833 5 p. 7869700

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

## Kernel-based structural equation models for topology identification of directed networks

Shen, Y., Baingana, B. & Giannakis, G. B., May 15 2017, In : IEEE Transactions on Signal Processing. 65, 10, p. 2503-2516 14 p., 7840051.Research output: Contribution to journal › Article

## Learn-and-adapt network resource allocation

Chen, T., Ling, Q. & Giannakis, G. B., Dec 19 2017,*18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2017.*Institute of Electrical and Electronics Engineers Inc., Vol. 2017-July. p. 1-5 5 p. 8227707

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

## Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation

Chen, T., Ling, Q. & Giannakis, G. B., Nov 14 2017, (Accepted/In press) In : IEEE Transactions on Control of Network Systems.Research output: Contribution to journal › Article

## Learning power spectrum maps from quantized power measurements

Romero, D., Kim, S. J., Giannakis, G. B. & Lopez-Valcarce, R., May 15 2017, In : IEEE Transactions on Signal Processing. 65, 10, p. 2547-2560 14 p., 7849214.Research output: Contribution to journal › Article

## Network topology inference via elastic net structural equation models

Traganitis, P. A., Shen, Y. & Giannakis, G. B., Oct 23 2017,*25th European Signal Processing Conference, EUSIPCO 2017.*Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 146-150 5 p. 8081186

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

## Online Categorical Subspace Learning for Sketching Big Data with Misses

Shen, Y., Mardani, M. & Giannakis, G. B., Aug 1 2017, In : IEEE Transactions on Signal Processing. 65, 15, p. 4004-4018 15 p., 7919228.Research output: Contribution to journal › Article

## Online convex optimization for dynamic network resource allocation

Chen, T., Lingy, Q. & Giannakis, G. B., Oct 23 2017,*25th European Signal Processing Conference, EUSIPCO 2017.*Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 136-140 5 p. 8081184

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

## Optimal schedule of mobile edge computing for internet of things using partial information

Lyu, X., Ni, W., Tian, H., Liu, R. P., Wang, X., Giannakis, G. B. & Paulraj, A., Nov 1 2017, In : IEEE Journal on Selected Areas in Communications. 35, 11, p. 2606-2615 10 p., 8063331.Research output: Contribution to journal › Article

## Overlapping community detection via constrained PARAFAC: A divide and conquer approach

Sheikholeslami, F. & Giannakis, G. B., Dec 15 2017,*Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017.*Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-November. p. 127-136 10 p.

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

## PARAFAC-based multilinear subspace clustering for tensor data

Traganitis, P. A. & Giannakis, G. B., Apr 19 2017,*2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 1280-1284 5 p. 7906047

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

## Performance Bounds of estimators in molecular communications under structural constraints

Sadeghi, A., Ghavami, S. & Giannakis, G. B., Sep 27 2017,*Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2017.*Association for Computing Machinery, Inc, 20

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

## Power system state estimation via feasible point pursuit

Wang, G., Zamzam, A. S., Giannakis, G. B. & Sidiropoulos, N. D., Apr 19 2017,*2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 773-777 5 p. 7905947

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

## 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 journal › Article

## Real-time Energy Management in Microgrids with Reduced Battery Capacity Requirements

Li, B., Chen, T., Wang, X. & Giannakis, G. B., Dec 14 2017, (Accepted/In press) In : IEEE Transactions on Smart Grid.Research output: Contribution to journal › Article

## Robust clustering of data collected via crowdsourcing

Pages-Zamora, A., Giannakis, G. B., Lopez-Valcarce, R. & Gimenez-Febrer, P., Jun 16 2017,*2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 4014-4018 5 p. 7952910

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

## Scalable Electric Vehicle Charging Protocols

Zhang, L., Kekatos, V. & Giannakis, G. B., Mar 1 2017, In : IEEE Transactions on Power Systems. 32, 2, p. 1451-1462 12 p., 7496921.Research output: Contribution to journal › Article

## 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 journal › Article

## Scheduling of EV Battery Swapping, II: Distributed Solutions

You, P., Low, S., Zhang, L., Deng, R., Giannakis, G. B., Sun, Y. & Yang, Z., Nov 14 2017, (Accepted/In press) In : IEEE Transactions on Control of Network Systems.Research output: Contribution to journal › Article

## Semi-Parametric Graph Kernel-based Reconstruction

Ioannidis, V. N., Nikolakopoulos, A. N. & Giannakis, G. B., 2017, (Accepted/In press)*5th IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017.*IEEE

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

## Solving large-scale systems of random quadratic equations via stochastic truncated amplitude flow

Wang, G., Giannakis, G. B. & Chen, J., Oct 23 2017,*25th European Signal Processing Conference, EUSIPCO 2017.*Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1420-1424 5 p. 8081443

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

## Solving most systems of random quadratic equations

Wang, G., Giannakis, G. B., Saad, Y. & Chen, J., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1868-1878 11 p.Research output: Contribution to journal › Conference article

## Space-time scheduling for green data center networks

Chen, T., Marques, A. G. & Giannakis, G. B., Mar 1 2017,*Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016.*Matthews, M. B. (ed.). IEEE Computer Society, p. 795-799 5 p. 7869155

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

## SPARTA: Sparse phase retrieval via Truncated Amplitude flow

Wang, G., Giannakis, G. B., Chen, J. & Akcakaya, M., Jun 16 2017,Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation

Chen, T., Mokhtari, A., Wang, X., Ribeiro, A. & Giannakis, G. B., Jun 15 2017, In : IEEE Transactions on Signal Processing. 65, 12, p. 3078-3093 16 p., 7874210.Research output: Contribution to journal › Article

## Tensor decompositions for identifying directed graph topologies and tracking dynamic networks

Shen, Y., Baingana, B. & Giannakis, G. B., Jul 15 2017, In : IEEE Transactions on Signal Processing. 65, 14, p. 3675-3687 13 p., 7912297.Research output: Contribution to journal › Article

## Topology inference of directed graphs using nonlinear structural vector autoregressive models

Shen, Y., Baingana, B. & Giannakis, G. B., Jun 16 2017,Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Topology inference of multilayer networks

Traganitis, P. A., Shen, Y. & Giannakis, G. B., Nov 20 2017,*2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017.*Institute of Electrical and Electronics Engineers Inc., p. 898-903 6 p. 8116495

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

## Tracking dynamic piecewise-constant network topologies via adaptive tensor factorization

Shen, Y., Baingana, B. & Giannakis, G. B., Apr 19 2017,*2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 375-379 5 p. 7905867

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

## Tracking Switched Dynamic Network Topologies from Information Cascades

Baingana, B. & Giannakis, G. B., Feb 15 2017, In : IEEE Transactions on Signal Processing. 65, 4, p. 985-997 13 p., 7742937.Research output: Contribution to journal › Article

## A generalized Frank-wolfe approach to decentralized electric vehicle charging

Zhang, L., Kekatos, V. & Giannakis, G. B., Dec 27 2016,*2016 IEEE 55th Conference on Decision and Control, CDC 2016.*Institute of Electrical and Electronics Engineers Inc., p. 1105-1111 7 p. 7798415

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

## Backhaul-Constrained Multicell Cooperation Leveraging Sparsity and Spectral Clustering

Jain, S., Kim, S. J. & Giannakis, G. B., Feb 1 2016, In : IEEE Transactions on Wireless Communications. 15, 2, p. 899-912 14 p., 7273957.Research output: Contribution to journal › Article

## Big data sketching with model mismatch

Chepuri, S. P., Zhangt, Y., Leus, G. & Giannakis, G. B., Feb 26 2016,*Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015.*Matthews, M. B. (ed.). IEEE Computer Society, Vol. 2016-February. p. 97-101 5 p. 7421090

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

## Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization

Chen, T., Wang, X. & Giannakis, G. B., Mar 1 2016, In : IEEE Journal on Selected Topics in Signal Processing. 10, 2, p. 402-415 14 p., 7328245.Research output: Contribution to journal › Article

## Data sketching for large-scale Kalman filtering

Berberidis, D. & Giannakis, G. B., May 18 2016,*2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 6195-6199 5 p. 7472868

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