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S

Sergios Theodoridis

national and kapodistrian university of athens

50H-index
469Paper Count
1.1WCitation Count
Published Papers 45
Publication Date
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FieldFormer: Self-Supervised Reconstruction of Physical Fields via Tensor Attention Prior
errieee transactions on image processing
IF5.8
err2025-01-01
err0
PREAI
errPanqi Chen; Siyuan Li; Lei Cheng; Xiao Fu; Yik-Chung Wu; Sergios Theodoridis
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errSave
When Bayesian Tensor Completion Meets Multioutput Gaussian Processes: Functional Universality and Rank Learning
errIEEE Transactions on Signal Processing
IF5.8
err2025-01-01
err0
PREAI
errSiyuan Li; Shikai Fang; Lei Cheng; Feng Yin; Yik-Chung Wu; Peter Gerstoft; Sergios Theodoridis
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errSave
Aerodynamic Parameters in Byzantine Chant Voices: Comparisons Across Pitch and Loudness
errJournal of Voice
IF2.4
err2024-01-20
err0
PREAI
errDimitrios S. Delviniotis; Sergios Theodoridis; Nektaria Delvinioti
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errSave
Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2022-11-01
err75
errOAAI
errCheng, Lei; Yin, Feng; Theodoridis, Sergios; Chatzis, Sotirios; Chang, Tsung-Hui
errShare
errSave
Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing
errIEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
IF5.1
err2022-11-01
err7
errOAAI
errSarantoglou, George; Bogris, Adonis; Mesaritakis, Charis; Theodoridis, Sergios
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errSave
Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis
errHUMAN BRAIN MAPPING
IF3.3
err2021-11-22
err16
errOAAI
errChatzichristos, Christos; Kofidis, Eleftherios; Van Paesschen, Wim; De Lathauwer, Lieven; Theodoridis, Sergios; Van Huffel, Sabine
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errSave
Advances in Machine Learning and Deep Neural Networks
errPROCEEDINGS OF THE IEEE
IF25.9
err2021-05-01
err16
errOAAI
errChellappa, Rama; Theodoridis, Sergios; van Schaik, Andre
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errSave
Information Assisted Dictionary Learning for fMRI Data Analysis
errIEEE ACCESS
IF3.6
err2020-01-01
err7
errOAAI
errMorante, Manuel; Kopsinis, Yannis; Theodoridis, Sergios; Protopapas, Athanassios
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errSave
Heterogeneous and Multitask Wireless Sensor Networks-Algorithms, Applications, and Challenges
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2017-04-01
err37
PREAI
errPlata-Chaves, Jorge; Bertrand, Alexander; Moonen, Marc; Theodoridis, Sergios; Zoubir, Abdelhak M.
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errSave
Complex Support Vector Machines for Regression and Quaternary Classification
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2015-06-01
err56
errOAAI
errBouboulis, Pantelis; Theodoridis, Sergios; Mavroforakis, Charalampos; Evaggelatou-Dalla, Leoni
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Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient Method Under Bounded Noise
errieee signal processing magazine
IF3.9
err2013-07-01
err7
PREAI
errChouvardas, Symeon; Slavakis, Konstantinos; Theodoridis, Sergios; Yamada, Isao
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errSave
Preamble-based channel estimation in OFDM/OQAM systems: A review
errSIGNAL PROCESSING
IF3.6
err2013-07-01
err217
errOAAI
errKofidis, Eleftherios; Katselis, Dimitrios; Rontogiannis, Athanasios; Theodoridis, Sergios
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errSave
Special Issue on Advances in Kernel-Based Learning for Signal Processing
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2013-07-01
err14
errOAAI
errMueller, Klaus-Robert; Adali, Tuelay; Fukumizu, Kenji; Principe, Jose C.; Theodoridis, Sergios
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errSave
Adaptation and Learning over Complex Networks
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2013-05-01
err3
errOAAI
errSayed, Ali H.; Barbarossa, Sergio; Theodoridis, Sergios; Yamada, Isao
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errSave
Introduction to the Issue on Adaptation and Learning Over Complex Networks
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2013-04-01
err2
errOAAI
errSayed, Ali H.; Barbarossa, Sergio; Theodoridis, Sergios; Yamada, Isao
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errSave
Trading off Complexity With Communication Costs in Distributed Adaptive Learning via Krylov Subspaces for Dimensionality Reduction
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2013-04-01
err45
errOAAI
errChouvardas, Symeon; Slavakis, Konstantinos; Theodoridis, Sergios
errShare
errSave
Adaptive BLAST-type decision-feedback equalizers for DS-CDMA systems
errSIGNAL PROCESSING
IF3.6
err2012-04-01
err1
PREAI
errRizogiannis, Constantinos; Kofidis, Eleftherios; Rontogiannis, Athanasios A.; Theodoridis, Sergios
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errSave
Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing Wirtinger's Subgradients
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2012-03-01
err44
PREAI
errBouboulis, Pantelis; Slavakis, Konstantinos; Theodoridis, Sergios
errShare
errSave
Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The Multiaccess MIMO Channel Case
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2012-02-01
err32
PREAI
errSlavakis, Konstantinos; Bouboulis, Pantelis; Theodoridis, Sergios
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errSave
Image compression using affine fractal interpolation on rectangular lattices
errFRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY
IF2.9
err2011-11-20
err31
PREAI
errDrakopoulos, V.; Bouboulis, P.; Theodoridis, S.
errShare
errSave

Research Directions

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Co-authors
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