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Panayiotis Panayiotou

Orcid: 0009-0002-3189-5591

Affiliations:
  • University of Bath, UK


According to our database1, Panayiotis Panayiotou authored at least 5 papers between 2019 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Causal Discovery in Action: Learning Chain-Reaction Mechanisms from Interventions.
[BibTeX]
[DOI]
Panayiotis Panayiotou
,
Özgür Simsek
CoRR, March, 2026

2025
CausalProfiler: Generating Synthetic Benchmarks for Rigorous and Transparent Evaluation of Causal Machine Learning.
[BibTeX]
[DOI]
Panayiotis Panayiotou
,
Audrey Poinsot
,
Alessandro Ferreira Leite
,
Nicolas Chesneau
,
Marc Schoenauer
,
Özgür Simsek
CoRR, November, 2025

Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption.
[BibTeX]
[DOI]
Audrey Poinsot
,
Panayiotis Panayiotou
,
Alessandro Ferreira Leite
,
Nicolas Chesneau
,
Özgür Simsek
,
Marc Schoenauer
Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024
Curricula for Learning Robust Policies with Factored State Representations in Changing Environments.
[BibTeX]
[DOI]
Panayiotis Panayiotou
,
Özgür Simsek
CoRR, 2024

2019
XCLAIM: Trustless, Interoperable, Cryptocurrency-Backed Assets.
[BibTeX]
[DOI]
Alexei Zamyatin
,
Dominik Harz
,
Joshua Lind
,
Panayiotis Panayiotou
,
Arthur Gervais
,
William J. Knottenbelt
Proceedings of the 2019 IEEE Symposium on Security and Privacy, 2019


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