Adaptive censoring for large-scale regressions
Berberidis, Dimitris K., Kekatos, Vassilis, Gang Wang, Giannakis, Georgios B.
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Data Sketching for Large-Scale Kalman Filtering
Berberidis, Dimitris, Giannakis, Georgios B.
Published in IEEE transactions on signal processing (15.07.2017)
Published in IEEE transactions on signal processing (15.07.2017)
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Journal Article
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs
Berberidis, Dimitris, Giannakis, Georgios B.
Published in IEEE transactions on knowledge and data engineering (01.02.2021)
Published in IEEE transactions on knowledge and data engineering (01.02.2021)
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Journal Article
Data-Adaptive Active Sampling for Efficient Graph-Cognizant Classification
Berberidis, Dimitris, Giannakis, Georgios B.
Published in IEEE transactions on signal processing (01.10.2018)
Published in IEEE transactions on signal processing (01.10.2018)
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Journal Article
Adaptive Diffusions for Scalable Learning Over Graphs
Berberidis, Dimitris, Nikolakopoulos, Athanasios N., Giannakis, Georgios B.
Published in IEEE transactions on signal processing (01.03.2019)
Published in IEEE transactions on signal processing (01.03.2019)
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Journal Article
Adaptive Bayesian Radio Tomography
Donghoon Lee, Berberidis, Dimitris, Giannakis, Georgios B.
Published in IEEE transactions on signal processing (15.04.2019)
Published in IEEE transactions on signal processing (15.04.2019)
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Journal Article
Adaptive Bayesian Channel Gain Cartography
Lee, Donghoon, Berberidis, Dimitris, Giannakis, Georgios B.
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
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Conference Proceeding
Unveiling Anomalous Nodes Via Random Sampling and Consensus on Graphs
Ioannidis, Vassilis N., Berberidis, Dimitris, Giannakis, Georgios B.
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Random Walks with Restarts for Graph-Based Classification: Teleportation Tuning and Sampling Design
Berberidis, Dimitris, Nikolakopoulos, Athanasios N., Giannakis, Georgios B.
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
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Conference Proceeding
Data sketching for large-scale Kalman filtering
Berberidis, Dimitris, Giannakis, Georgios B.
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Quickest convergence of online algorithms via data selection
Romero, Daniel, Berberidis, Dimitris, Giannakis, Georgios B.
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Distributed recursive least-squares with data-adaptive censoring
Zifeng Wang, Zheng Yu, Qing Ling, Berberidis, Dimitris, Giannakis, Georgios B.
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Active sampling for graph-aware classification
Berberidis, Dimitris, Giannakis, Georgios B.
Published in 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP) (01.11.2017)
Published in 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP) (01.11.2017)
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Conference Proceeding
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification
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Paper
Journal Article