ML Anthology

Stoica, Peter

6 publications

TMLR 2023 Diagnostic Tool for Out-of-Sample Model Evaluation Ludvig Hult, Dave Zachariah, Peter Stoica
TMLR 2023 Off-Policy Evaluation with Out-of-Sample Guarantees Sofia Ek, Dave Zachariah, Fredrik D. Johansson, Peter Stoica
TMLR 2023 Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness Muhammad Osama, Dave Zachariah, Peter Stoica, Thomas B. Schön
AISTATS 2022 Learning Pareto-Efficient Decisions with Confidence Sofia Ek, Dave Zachariah, Peter Stoica
NeurIPS 2020 Learning Robust Decision Policies from Observational Data Muhammad Osama, Dave Zachariah, Peter Stoica
NeurIPS 2019 Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees Muhammad Osama, Dave Zachariah, Peter Stoica