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ORCIDGeorge Kyriakides
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2020 – today
- 2022
[b1]George Kyriakides:
Parallel and distributed methods for autonomous design of artificial neural networks. University of Macedonia, Greece, 2022- [j4]George Kyriakides
, Konstantinos G. Margaritis:
Evolving graph convolutional networks for neural architecture search. Neural Comput. Appl. 34(2): 899-909 (2022) - [c7]Foteini D. Dervisi, George Kyriakides, Konstantinos G. Margaritis:
Evaluating Acceleration Techniques for Genetic Neural Architecture Search. EANN 2022: 3-14 - [c6]George Kyriakides, Konstantinos G. Margaritis:
The Effectiveness of Synchronous Data-parallel Differentiable Architecture Search. EANN 2022: 52-63 - 2021
- [i3]Aristeidis Chrostoforidis, George Kyriakides, Konstantinos G. Margaritis:
A Novel Evolutionary Algorithm for Hierarchical Neural Architecture Search. CoRR abs/2107.08484 (2021) - 2020
- [j3]George Kyriakides, Konstantinos G. Margaritis:
The effect of reduced training in neural architecture search. Neural Comput. Appl. 32(23): 17321-17332 (2020) - [j2]George Kyriakides, Konstantinos G. Margaritis:
NORD: A python framework for Neural Architecture Search. Softw. Impacts 6: 100042 (2020) - [c5]George Kyriakides, Konstantinos G. Margaritis:
Regularized Evolution for Macro Neural Architecture Search. AIAI (2) 2020: 111-122 - [i2]George Kyriakides, Konstantinos G. Margaritis:
An Introduction to Neural Architecture Search for Convolutional Networks. CoRR abs/2005.11074 (2020)
2010 – 2019
- 2019
- [j1]Kyriacos Talattinis, George Kyriakides, E. Kapantai, George Stephanides:
Forecasting Soccer Outcome Using Cost-Sensitive Models Oriented to Investment Opportunities. Int. J. Comput. Sci. Sport 18(1): 93-114 (2019) - [c4]George Kyriakides, Konstantinos G. Margaritis:
Comparison of Neural Network Optimizers for Relative Ranking Retention Between Neural Architectures. AIAI 2019: 272-281 - 2018
- [c3]George Kyriakides, Konstantinos G. Margaritis:
Towards automated neural design: an open source, distributed neural architecture research framework. PCI 2018: 113-116 - [c2]George Kyriakides, Konstantinos G. Margaritis:
Neural Architecture Search with Synchronous Advantage Actor-Critic Methods and Partial Training. SETN 2018: 34:1-34:7 - [i1]George Kyriakides, Konstantinos G. Margaritis:
Towards automated neural design: An open source, distributed neural architecture research framework. CoRR abs/1810.08648 (2018) - 2014
- [c1]George Kyriakides, Kyriacos Talattinis, George Stephanides:
Rating Systems Vs Machine Learning on the context of sports. Panhellenic Conference on Informatics 2014: 4:1-4:6
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