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Polyzos, Konstantinos A.
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1

Bayesian Optimization with Ensemble Learning Models and Ada..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Polyzos, Konstantinos D. ; Lu, Qin ; Giannakis, Georgios B. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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2

Effects of Board Characteristics on Accruals Earnings Manag..:

Vadasi, Christina ; Polyzos, Konstantinos
Theoretical Economics Letters.  13 (2023)  2 - p. 202-220 , 2023
Link: https://doi.org/10.4236/..
 
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3

Gaussian Process Dynamical Modeling for Adaptive Inference ..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Lu, Qin ; Polyzos, Konstantinos D. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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4

Gaussian Process-based Active Learning for Efficient Cardio..:

, In: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),
Tassi, Stavroula C. ; Polyzos, Konstantinos D. ; Fotiadis, Dimitrios I.. - p. 3188-3193 , 2023
Link: https://doi.org/10.1109/..
 
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5

Surrogate Modeling for Bayesian Optimization Beyond a Singl..:

Lu, Qin ; Polyzos, Konstantinos D. ; Li, Bingcong.
IEEE Transactions on Pattern Analysis and Machine Intelligence.  45 (2023)  9 - p. 11283-11296 , 2023
Link: https://doi.org/10.1109/..
 
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6

Pyruvate dehydrogenase kinase regulates vascular inflammati..:

Forteza, Maria J ; Berg, Martin ; Edsfeldt, Andreas...
Cardiovascular Research.  119 (2023)  7 - p. 1524-1536 , 2023
Link: https://doi.org/10.1093/..
 
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7

Physics-Informed Transfer Learning for Voltage Stability Ma..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Singh, Manish K. ; Polyzos, Konstantinos D. ; Traganitis, Panagiotis A... - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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8

Bayesian Self-Supervised Learning Using Local and Global Gr..:

, In: 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP),
Polyzos, Konstantinos D. ; Sadeghi, Alireza ; Giannakis, Georgios B. - p. 256-260 , 2023
Link: https://doi.org/10.1109/..
 
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9

Ensemble Gaussian Processes for Online Learning Over Graphs..:

Polyzos, Konstantinos D. ; Lu, Qin ; Giannakis, Georgios B.
IEEE Transactions on Signal Processing.  70 (2022)  - p. 17-30 , 2022
Link: https://doi.org/10.1109/..
 
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10

Active Sampling over Graphs for Bayesian Reconstruction wit..:

, In: 2022 56th Asilomar Conference on Signals, Systems, and Computers,
Polyzos, Konstantinos D. ; Lu, Qin ; Giannakis, Georgios B. - p. 58-64 , 2022
Link: https://doi.org/10.1109/..
 
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11

Disruption of GPR35 Signaling in Bone Marrow-Derived Cells ..:

Baumgartner, Roland ; Casagrande, Felipe B. ; Mikkelsen, Randi B....
Metabolites.  11 (2021)  7 - p. 411 , 2021
Link: https://doi.org/10.3390/..
 
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12

On-Policy Reinforcement Learning via Ensemble Gaussian Proc..:

, In: 2021 55th Asilomar Conference on Signals, Systems, and Computers,
Polyzos, Konstantinos D. ; Lu, Qin ; Sadeghi, Alireza. - p. 1018-1022 , 2021
Link: https://doi.org/10.1109/..
 
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13

Online Graph-Guided Inference Using Ensemble Gaussian Proce..:

, In: 2021 55th Asilomar Conference on Signals, Systems, and Computers,
Polyzos, Konstantinos D. ; Lu, Qin ; Giannakis, Georgios B. - p. 182-186 , 2021
Link: https://doi.org/10.1109/..
 
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14

New BEM/BEM and BEM/FEM scalar potential formulations for m..:

Rodopoulos, Dimitrios C. ; Gortsas, Theodore V. ; Polyzos, Konstantinos.
Engineering Analysis with Boundary Elements.  106 (2019)  - p. 160-169 , 2019
Link: https://doi.org/10.1016/..
 
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15

Solving the Inverse Kinematics of Robotic Arm Using Autoenc..:

, In: Communications in Computer and Information Science; Creativity in Intelligent Technologies and Data Science,
Polyzos, Konstantinos D. ; Groumpos, Peter P. ; Dermatas, Evangelos - p. 288-298 , 2019
Link: https://doi.org/10.1007/..
 
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