Yorgos Felekis

According to our database, Yorgos Felekis authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Causal Representation Learning for Generalisable Recommendation.

Yorgos Felekis, Michael O'Riordan, Oriol Corcoll, Ciarán M. Gilligan-Lee

CoRR, May, 2026

2025

Distributionally Robust Causal Abstractions.

Yorgos Felekis, Theodoros Damoulas, Paris Giampouras

CoRR, October, 2025

Causal Abstraction Learning based on the Semantic Embedding Principle.

Gabriele D'Acunto, Fabio Massimo Zennaro, Yorgos Felekis, Paolo Di Lorenzo

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Causally Abstracted Multi-armed Bandits.

Fabio Massimo Zennaro, Nicholas Bishop, Joel Dyer, Yorgos Felekis, Anisoara Calinescu, Michael J. Wooldridge, Theodoros Damoulas

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Interventionally Consistent Surrogates for Complex Simulation Models.

Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael J. Wooldridge

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Causal Optimal Transport of Abstractions.

Yorgos Felekis, Fabio Massimo Zennaro, Nicola Branchini, Theodoros Damoulas

Proceedings of the Causal Learning and Reasoning, 2024

2023

Interventionally Consistent Surrogates for Agent-based Simulators.

Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael J. Wooldridge

CoRR, 2023