PhD
Causal Optimal Transport of Abstractions, Felekis Y., Zennaro FM., Branchini N., Damoulas T., CLeaR (Causal Learning and Reasoning) 2024.
Interventionally Consistent Surrogates for Agent-based Simulators, Dyer J., Bishop N., Felekis Y., Zennaro F.M., Calinescu A., Damoulas T., Wooldridge M. arXiv preprint 2023.
Pre-PhD
Probabilistic Deep Learning with Generalised Variational Inference, Felekis Y.,, Damoulas T., Paige B., 4th Symposium on Advances in Approximate Bayesian Inference (AABI) 2022.
λ - Constant Function Markets: Generalizing and Mixing Automated Market Makers, Felekis Y., Kristensen J., IEEE Blockchain 2022.
Cryptocurrency Price Prediction with Multi-Task Multi-Step Sequence-To-Sequence Modeling, Kristensen J., Madrigal-Cianci JP., Felekis Y., Maria Liatsikou M., IEEE Blockchain 2022.
Deep Learning for Agricultural Land Detection in Insular Areas, Charou E., Felekis Y., Bournou D., 10th International Conference on Information, Intelligence, Systems and Applications (IISA) 2019.
ex-GPT: An Extractive-Abstractive Summarization Framework with a Sentence Embeddings Twist, Minto L., Kmec J.,Felekis Y., Filippi G., preprint 2020.