Brian Baingana

23 papers Misc 7Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2019 J jnl
Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks.
IEEE Trans. Signal Process.
Yanning Shen, Georgios B. Giannakis, Brian Baingana
2017 J jnl
Kernel-Based Structural Equation Models for Topology Identification of Directed Networks.
IEEE Trans. Signal Process.
Yanning Shen, Brian Baingana, Georgios B. Giannakis
2017 J jnl
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks.
IEEE Trans. Signal Process.
Yanning Shen, Brian Baingana, Georgios B. Giannakis
2017 Misc conf
Topology inference of directed graphs using nonlinear structural vector autoregressive models.
ICASSP
Yanning Shen, Brian Baingana, Georgios B. Giannakis
2017 J jnl
Tracking Switched Dynamic Network Topologies From Information Cascades.
IEEE Trans. Signal Process.
Brian Baingana, Georgios B. Giannakis
2016 — conf
Egonet tensor decomposition for community identification.
GlobalSIP
Fatemeh Sheikholeslami, Brian Baingana, Georgios B. Giannakis, Nikolas D. Sidiropoulos
2016 Misc conf
Inferring directed network topologies via tensor factorization.
ACSSC
Yanning Shen, Brian Baingana, Georgios B. Giannakis
2016 J jnl
Joint Community and Anomaly Tracking in Dynamic Networks.
IEEE Trans. Signal Process.
Brian Baingana, Georgios B. Giannakis
2016 Misc conf
Nonlinear structural equation models for network topology inference.
CISS
Yanning Shen, Brian Baingana, Georgios B. Giannakis
2016 — conf
Tracking dynamic piecewise-constant network topologies via adaptive tensor factorization.
GlobalSIP
Yanning Shen, Brian Baingana, Georgios B. Giannakis
2015 — conf
Dynamic and decentralized learning of overlapping network communities.
CAMSAP
Brian Baingana, Georgios B. Giannakis
2015 J jnl
Joint community and anomaly tracking in dynamic networks.
CoRR
Brian Baingana, Georgios B. Giannakis
2015 Misc conf
Kernel-based embeddings for large graphs with centrality constraints.
ICASSP
Brian Baingana, Georgios B. Giannakis
2015 Misc conf
Robust kriged Kalman filtering.
ACSSC
Brian Baingana, Emiliano Dall'Anese, Gonzalo Mateos, Georgios B. Giannakis
2015 — conf
Switched dynamic structural equation models for tracking social network topologies.
GlobalSIP
Brian Baingana, Georgios B. Giannakis
2014 Misc conf
A proximal gradient algorithm for tracking cascades over networks.
ICASSP
Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis
2014 J jnl
Proximal-Gradient Algorithms for Tracking Cascades Over Social Networks.
IEEE J. Sel. Top. Signal Process.
Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis
2014 — conf
Tracking anomalous community memberships in time-varying networks.
GlobalSIP
Brian Baingana, Georgios B. Giannakis
2013 J jnl
Centrality-constrained graph embedding
CoRR
Brian Baingana, Georgios B. Giannakis
2013 Misc conf
Centrality-constrained graph embedding.
ICASSP
Brian Baingana, Georgios B. Giannakis
2013 J jnl
Dynamic Structural Equation Models for Social Network Topology Inference.
CoRR
Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis
2013 — conf
Dynamic structural equation models for tracking topologies of social networksy.
CAMSAP
Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis
2013 — conf
Identifiability of sparse structural equation models for directed and cyclic networks.
GlobalSIP
Juan Andrés Bazerque, Brian Baingana, Georgios B. Giannakis