Loukas Sfountouris

Hi, my name is Loukas Sfountouris, I am a PhD student (2024-present) at the department of computer science under the supervision of Paris Giampouras and Theo Damoulas. I am a member of the Representational AI Lab and the Warwick Machine Learning Group.

Research Interests

My research focuses on deep generative models and the role of inductive biases in improving their performance during both training and inference. I am particularly interested in how inductive biases can structure and shape the representation space of generative models to enhance their overall performance and reliability.

Publications

• L. Sfountouris, A.A. Rontogiannis, “Hyperspectral image denoising by jointly using variational Bayes matrix factorization and deep image prior,” IEEE International Geoscience and Remote Sensing Symposium, Athens, July 2024.

Education

• Phd candidate, University of Warwick - Sep 2024 - Present

• National Technical University of Athens : 5-year Integrated Master in Electrical and Computer Engineering

  Specialization : Signals, Automatic Control and Robotics, Computer Software and Theory

Teaching 

Alongside my research I have also been a teaching assistant for the following modules :

• CS342 Machine Learning
• CS266 Data Analytics