Sofia Ek

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Policy Evaluation

Matrix Inversion

Reinforcement Learning

Top Venues

Trans. Mach. Learn. Res.

Publications

Sofia Ek, Dave Zachariah
Externally Valid Policy Evaluation Combining Trial and Observational Data. CoRR (2023)
Sofia Ek, Dave Zachariah, Fredrik D. Johansson, Peter Stoica
Off-Policy Evaluation with Out-of-Sample Guarantees. Trans. Mach. Learn. Res. 2023 (2023)
Sofia Ek, Dave Zachariah
Offline Policy Evaluation with Out-of-Sample Guarantees. CoRR (2023)
Sofia Ek, Dave Zachariah, Peter Stoica
Learning Pareto-Efficient Decisions with Confidence. AISTATS (2022)
Sofia Ek, Dave Zachariah, Petre Stoica
Learning Pareto-Efficient Decisions with Confidence. CoRR (2021)