Dimitrios Korkinof
Dimitrios Korkinof
Machine Learning Researcher
Verified email at alumni.imperial.ac.uk - Homepage
TitleCited byYear
High-resolution mammogram synthesis using progressive generative adversarial networks
D Korkinof, T Rijken, M O'Neill, J Yearsley, H Harvey, B Glocker
arXiv preprint arXiv:1807.03401, 2018
342018
A nonparametric Bayesian approach toward robot learning by demonstration
SP Chatzis, D Korkinof, Y Demiris
Robotics and Autonomous Systems 60 (6), 789-802, 2012
272012
A quantum-statistical approach toward robot learning by demonstration
SP Chatzis, D Korkinof, Y Demiris
IEEE Transactions on Robotics 28 (6), 1371-1381, 2012
202012
Online quantum mixture regression for trajectory learning by demonstration
D Korkinof, Y Demiris
2013 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2013
122013
Probabilistic abstract argumentation: an investigation with Boltzmann machines
R Riveret, D Korkinof, M Draief, J Pitt
Argument & Computation 6 (2), 178-218, 2015
82015
The one-hidden layer non-parametric bayesian kernel machine
SP Chatzis, D Korkinof, Y Demiris
2011 IEEE 23rd International Conference on Tools with Artificial …, 2011
72011
Neuro-symbolic agents: Boltzmann machines and probabilistic abstract argumentation with sub-arguments
R Riveret, J Pitt, D Korkinof, M Draief
Proceedings of the 2015 International Conference on Autonomous Agents and …, 2015
62015
Multi-task and multi-kernel Gaussian process dynamical systems
D Korkinof, Y Demiris
Pattern Recognition 66, 190-201, 2017
52017
Deep Learning in Breast Cancer Screening
H Harvey, A Heindl, G Khara, D Korkinof, M O’Neill, J Yearsley, E Karpati, ...
Artificial Intelligence in Medical Imaging, 187-215, 2019
22019
A spatially-constrained normalized Gamma process prior
SP Chatzis, D Korkinof, Y Demiris
Expert Systems with Applications 39 (17), 13019-13025, 2012
22012
A spatially-constrained normalized gamma process for data clustering
SP Chatzis, D Korkinof, Y Demiris
IFIP International Conference on Artificial Intelligence Applications and …, 2012
12012
MammoGAN: High-Resolution Synthesis of Realistic Mammograms
D Korkinof, A Heindl, T Rijken, H Harvey, B Glocker
2019
The Role of Deep Learning in Breast Screening
H Harvey, E Karpati, G Khara, D Korkinof, A Ng, C Austin, T Rijken, ...
Current Breast Cancer Reports, 1-6, 2019
2019
Probabilistic abstract argumentation: An investigation with Boltzmann machines
R Riveret, D Korkinof, M Draief, J Pitt
2017
Probabilistic Learning by Demonstration from Complete and Incomplete Data
D Korkinof
Imperial College London, 2015
2015
The Kernel Pitman-Yor Process
SP Chatzis, D Korkinof, Y Demiris
arXiv preprint arXiv:1210.4184, 2012
2012
A spatially-constrained normalized gamma process for data clustering
D Korkinof, Y Demiris, SP Chatzis
Springer, 2012
2012
A spatially-constrained normalized gamma process prior
D Korkinof, Y Demiris, SP Chatzis
Expert systems with applications, 2012
2012
The one-hidden layer non-parametric Bayesian kernel machine
D Korkinof, Y Demiris, SP Chatzis
IEEE Xplore, 2011
2011
A Nonparametric Bayesian Approach Towards Feedforward Neural Networks
SP Chatzis, D Korkinof, Y Demiris
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Articles 1–20