George Kyriakides

According to our database, George Kyriakides authored at least 14 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Parallel and distributed methods for autonomous design of artificial neural networks

George Kyriakides

PhD thesis, 2022

Evolving graph convolutional networks for neural architecture search.

George Kyriakides, Konstantinos G. Margaritis

Neural Comput. Appl., 2022

The Effectiveness of Synchronous Data-parallel Differentiable Architecture Search.

George Kyriakides, Konstantinos G. Margaritis

Proceedings of the Engineering Applications of Neural Networks, 2022

Evaluating Acceleration Techniques for Genetic Neural Architecture Search.

Foteini D. Dervisi, George Kyriakides, Konstantinos G. Margaritis

Proceedings of the Engineering Applications of Neural Networks, 2022

2021

A Novel Evolutionary Algorithm for Hierarchical Neural Architecture Search.

Aristeidis Chrostoforidis, George Kyriakides, Konstantinos G. Margaritis

CoRR, 2021

2020

NORD: A python framework for Neural Architecture Search.

George Kyriakides, Konstantinos G. Margaritis

Softw. Impacts, 2020

The effect of reduced training in neural architecture search.

George Kyriakides, Konstantinos G. Margaritis

Neural Comput. Appl., 2020

An Introduction to Neural Architecture Search for Convolutional Networks.

George Kyriakides, Konstantinos G. Margaritis

CoRR, 2020

Regularized Evolution for Macro Neural Architecture Search.

George Kyriakides, Konstantinos G. Margaritis

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

2019

Forecasting Soccer Outcome Using Cost-Sensitive Models Oriented to Investment Opportunities.

Kyriacos Talattinis, George Kyriakides, E. Kapantai, George Stephanides

Int. J. Comput. Sci. Sport, 2019

Comparison of Neural Network Optimizers for Relative Ranking Retention Between Neural Architectures.

George Kyriakides, Konstantinos G. Margaritis

Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018

Neural Architecture Search with Synchronous Advantage Actor-Critic Methods and Partial Training.

George Kyriakides, Konstantinos G. Margaritis

Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Towards automated neural design: an open source, distributed neural architecture research framework.

George Kyriakides, Konstantinos G. Margaritis

Proceedings of the 22nd Pan-Hellenic Conference on Informatics, 2018

2014

Rating Systems Vs Machine Learning on the context of sports.

George Kyriakides, Kyriacos Talattinis, George Stephanides

Proceedings of the 18th Panhellenic Conference on Informatics, 2014