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Panayiotis Panayiotou
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Xclaim: Trustless, interoperable, cryptocurrency-backed assets
A Zamyatin, D Harz, J Lind, P Panayiotou, A Gervais, W Knottenbelt
2019 IEEE symposium on security and privacy (SP), 193-210, 2019
3412019
Position: Causal machine learning requires rigorous synthetic experiments for broader adoption
A Poinsot, P Panayiotou, A Leite, N Chesneau, Ö Şimşek, M Schoenauer
Forty-second International Conference on Machine Learning Position Paper Track, 2025
22025
CausalProfiler: Generating Synthetic Benchmarks for Rigorous and Transparent Evaluation of Causal Machine Learning
P Panayiotou, A Poinsot, A Leite, N Chesneau, M Schoenauer, Ö Şimşek
arXiv preprint arXiv:2511.22842, 2025
2025
Curricula for Learning Robust Policies with Factored State Representations in Changing Environments
P Panayiotou, Ö Şimşek
17th European Workshop on Reinforcement Learning (EWRL 2024), 2024
2024
Molecular Graph Learning in the Optimal Transport Geometry
P Panayiotou
ETH Zurich, 2020
2020
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Articles 1–5