Brian Baingana

IEEE Trans. Signal Process., 2019

2017

Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Kernel-Based Structural Equation Models for Topology Identification of Directed Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Tracking Switched Dynamic Network Topologies From Information Cascades.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

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

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Joint Community and Anomaly Tracking in Dynamic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

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

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Egonet tensor decomposition for community identification.

[BibT_eX]

[DOI]

Fatemeh Sheikholeslami

Nikolas D. Sidiropoulos

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Nonlinear structural equation models for network topology inference.

[BibT_eX]

[DOI]

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

Inferring directed network topologies via tensor factorization.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Kernel-based embeddings for large graphs with centrality constraints.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Switched dynamic structural equation models for tracking social network topologies.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Dynamic and decentralized learning of overlapping network communities.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Robust kriged Kalman filtering.

[BibT_eX]

[DOI]

Emiliano Dall'Anese

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Proximal-Gradient Algorithms for Tracking Cascades Over Social Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

A proximal gradient algorithm for tracking cascades over networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Tracking anomalous community memberships in time-varying networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

Dynamic Structural Equation Models for Social Network Topology Inference.

[BibT_eX]

[DOI]

CoRR, 2013

Centrality-constrained graph embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Identifiability of sparse structural equation models for directed and cyclic networks.

[BibT_eX]

[DOI]

Juan Andrés Bazerque

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Dynamic structural equation models for tracking topologies of social networksy.

[BibT_eX]

[DOI]