Mechanism Design Augmented with Output Advice
Christodoulou George, Sgouritsa Alkmini and Vlachos Ioannis (2024). "Mechanism Design Augmented with Output Advice." arXiv preprint arXiv:2406.14165.
CV
Education
- Ph.D in Computer Science, AUEB & Archimedes/RC Athena, Oct 2023 - now
- M.S. in Data Science and Machine Learning, NTUA, Oct 2020 - Oct 2022
- Master thesis on Multi-view neural networks for object classification
- 9.28/10, 90 ECTS
- Diploma in Electrical and Computer Engineering, NTUA, Sept 2015 - Oct 2020
- Diploma thesis with title “Deep Machine Learning Techniques on medical images analysis and Covid-19 diagnosis” supervised by professor Stefanos Kollias
- 9.11/10
Work experience
- July 2021-September 2023: Computer Vision / C++ / RnD Engineer at Grenzebach Hellas
- Deep Learning Classification Models for Anomaly Detection on 2D images
- 3D/2D Gap and Flush measurements using geometric tools
- Bin Picking vision algorithms: 3D Scene Clustering, Object Detection, and Pose Estimation of Multi-Class dataset
- Defect Detection on point clouds, 3D classification
Skills
- Classical guitar
- Latex
- C++
- Python
- OpenCV
- Pytorch
- Tensorflow
- Keras
- Scikit-Learn
- Onnx
- ROS
- Django
Publications
Transparent adaptation in deep medical image diagnosis
D. Kollias, Y. Vlaxos, M. Seferis, I. Kollia, L. Sukissian, J. Wingate, and S. Kollias. (2021). "Transparent adaptation in deep medical image diagnosis." Trustworthy AI - Integrating Learning, Optimization and Reasoning.
Deep Transparent Prediction through Latent Representation Analysis
D. Kollias, N. Bouas, Y. Vlaxos, V. Brillakis, M. Seferis, I. Kollia, L. Sukissian, J. Wingate, and S. Kollias. (2020). "Deep Transparent Prediction through Latent Representation Analysis." arXiv:2009.07044.
Talks
Mechanism design augmented with output advice
Talk at AUEB, Athens, Greece