Brian Baingana

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 15

Top Topics

Kalman Filtering

Tensor Factorization

Graph Embedding

Network Topologies

Top Venues

IEEE Trans. Signal Process.

Publications

Yanning Shen, Georgios B. Giannakis, Brian Baingana
Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks. IEEE Trans. Signal Process. 67 (20) (2019)
Yanning Shen, Brian Baingana, Georgios B. Giannakis
Topology inference of directed graphs using nonlinear structural vector autoregressive models. ICASSP (2017)
Yanning Shen, Brian Baingana, Georgios B. Giannakis
Kernel-Based Structural Equation Models for Topology Identification of Directed Networks. IEEE Trans. Signal Process. 65 (10) (2017)
Yanning Shen, Brian Baingana, Georgios B. Giannakis
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks. IEEE Trans. Signal Process. 65 (14) (2017)
Brian Baingana, Georgios B. Giannakis
Tracking Switched Dynamic Network Topologies From Information Cascades. IEEE Trans. Signal Process. 65 (4) (2017)
Yanning Shen, Brian Baingana, Georgios B. Giannakis
Inferring directed network topologies via tensor factorization. ACSSC (2016)
Brian Baingana, Georgios B. Giannakis
Joint Community and Anomaly Tracking in Dynamic Networks. IEEE Trans. Signal Process. 64 (8) (2016)
Fatemeh Sheikholeslami, Brian Baingana, Georgios B. Giannakis, Nikolas D. Sidiropoulos
Egonet tensor decomposition for community identification. GlobalSIP (2016)
Yanning Shen, Brian Baingana, Georgios B. Giannakis
Tracking dynamic piecewise-constant network topologies via adaptive tensor factorization. GlobalSIP (2016)
Yanning Shen, Brian Baingana, Georgios B. Giannakis
Nonlinear structural equation models for network topology inference. CISS (2016)
Brian Baingana, Georgios B. Giannakis
Joint community and anomaly tracking in dynamic networks. CoRR (2015)
Brian Baingana, Georgios B. Giannakis
Switched dynamic structural equation models for tracking social network topologies. GlobalSIP (2015)
Brian Baingana, Georgios B. Giannakis
Kernel-based embeddings for large graphs with centrality constraints. ICASSP (2015)
Brian Baingana, Emiliano Dall'Anese, Gonzalo Mateos, Georgios B. Giannakis
Robust kriged Kalman filtering. ACSSC (2015)
Brian Baingana, Georgios B. Giannakis
Dynamic and decentralized learning of overlapping network communities. CAMSAP (2015)
Brian Baingana, Georgios B. Giannakis
Tracking anomalous community memberships in time-varying networks. GlobalSIP (2014)
Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis
Proximal-Gradient Algorithms for Tracking Cascades Over Social Networks. IEEE J. Sel. Top. Signal Process. 8 (4) (2014)
Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis
A proximal gradient algorithm for tracking cascades over networks. ICASSP (2014)
Brian Baingana, Georgios B. Giannakis
Centrality-constrained graph embedding CoRR (2013)
Brian Baingana, Georgios B. Giannakis
Centrality-constrained graph embedding. ICASSP (2013)
Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis
Dynamic structural equation models for tracking topologies of social networksy. CAMSAP (2013)
Juan Andrés Bazerque, Brian Baingana, Georgios B. Giannakis
Identifiability of sparse structural equation models for directed and cyclic networks. GlobalSIP (2013)
Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis
Dynamic Structural Equation Models for Social Network Topology Inference. CoRR (2013)