Sofia Ek

According to our database, Sofia Ek authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Learning Treatment Allocations with Risk Control Under Partial Identifiability.

Sofia Ek, Dave Zachariah

CoRR, May, 2025

2024

Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data.

Sofia Ek, Dave Zachariah

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Off-Policy Evaluation with Out-of-Sample Guarantees.

Sofia Ek, Dave Zachariah, Fredrik D. Johansson, Peter Stoica

Trans. Mach. Learn. Res., 2023

Externally Valid Policy Evaluation Combining Trial and Observational Data.

Sofia Ek, Dave Zachariah

CoRR, 2023

Offline Policy Evaluation with Out-of-Sample Guarantees.

Sofia Ek, Dave Zachariah

CoRR, 2023

2022

Learning Pareto-Efficient Decisions with Confidence.

Sofia Ek, Dave Zachariah, Peter Stoica

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022