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Georgios B. Giannakis — most-cited papers & profile · Graph Learning
← authors
·
overview
Georgios B. Giannakis
20
papers ·
216
citations ·
135
h-index
University of Minnesota · Minnesota Department of Education · University of Minnesota System
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Topology Identification and Inference over Graphs
2025
Kernel-based Reconstruction of Graph Signals
2016
Tracking Switched Dynamic Network Topologies from Information Cascades
2016
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks
2016
Kernel-based Reconstruction of Space-time Functions on Dynamic Graphs
2016
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification
2017
Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering
2017
Kernel-based Inference of Functions over Graphs
2017
Nonlinear Dimensionality Reduction on Graphs
2018
Canonical Correlation Analysis of Datasets with a Common Source Graph
2018
Adaptive Diffusions for Scalable Learning over Graphs
2018
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection
2018
Online Graph-Adaptive Learning with Scalability and Privacy
2018
Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks
2019
GraphSAC: Detecting anomalies in large-scale graphs
2019
Top co-authors
Vassilis N. Ioannidis
· 6
Yanning Shen
· 5
Daniel Romero
· 3
Dimitris Berberidis
· 3
Athanasios N. Nikolakopoulos
· 2
Brian Baingana
· 2
Gang Wang
· 2
Meng Ma
· 2
Ahmed S. Zamzam
· 1
Alireza Sadeghi
· 1
Ananthram Swami
· 1
and Daniel Romero
· 1
Topics
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Knowledge Graphs
Temporal & Dynamic
eess.SP
cs.SI
stat.ME
stat.ML
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