George Kyriakides

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 13

Top Topics

Evolutionary Algorithm

Machine Learning

Multilayer Perceptron

Neural Architecture

Top Venues

Neural Comput. Appl.

Publications

George Kyriakides, Konstantinos G. Margaritis
Evolving graph convolutional networks for neural architecture search. Neural Comput. Appl. 34 (2) (2022)
George Kyriakides, Konstantinos G. Margaritis
The Effectiveness of Synchronous Data-parallel Differentiable Architecture Search. EANN (2022)
Foteini D. Dervisi, George Kyriakides, Konstantinos G. Margaritis
Evaluating Acceleration Techniques for Genetic Neural Architecture Search. EANN (2022)
Aristeidis Chrostoforidis, George Kyriakides, Konstantinos G. Margaritis
A Novel Evolutionary Algorithm for Hierarchical Neural Architecture Search. CoRR (2021)
George Kyriakides, Konstantinos G. Margaritis
An Introduction to Neural Architecture Search for Convolutional Networks. CoRR (2020)
George Kyriakides, Konstantinos G. Margaritis
The effect of reduced training in neural architecture search. Neural Comput. Appl. 32 (23) (2020)
George Kyriakides, Konstantinos G. Margaritis
NORD: A python framework for Neural Architecture Search. Softw. Impacts 6 (2020)
George Kyriakides, Konstantinos G. Margaritis
Regularized Evolution for Macro Neural Architecture Search. AIAI (2) (2020)
George Kyriakides, Konstantinos G. Margaritis
Comparison of Neural Network Optimizers for Relative Ranking Retention Between Neural Architectures. AIAI (2019)
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) (2019)
George Kyriakides, Konstantinos G. Margaritis
Towards automated neural design: An open source, distributed neural architecture research framework. CoRR (2018)
George Kyriakides, Konstantinos G. Margaritis
Towards automated neural design: an open source, distributed neural architecture research framework. PCI (2018)
George Kyriakides, Konstantinos G. Margaritis
Neural Architecture Search with Synchronous Advantage Actor-Critic Methods and Partial Training. SETN (2018)
George Kyriakides, Kyriacos Talattinis, George Stephanides
Rating Systems Vs Machine Learning on the context of sports. Panhellenic Conference on Informatics (2014)