Optimal sampling in unbiased active learning. - Henrik Imberg; Johan Jonasson; Marina Axelson-Fisk (AISTATS, 2020)

Optimization of Two-Phase Sampling Designs With Application to Naturalistic Driving Studies. - Henrik Imberg; Vera Lisovskaja; Selpi; Olle Nerman (IEEE Trans. Intell. Transp. Syst., 2022)

Active Sampling: A Machine-Learning-Assisted Framework for Finite Population Inference with Optimal Subsamples. - Henrik Imberg; Xiaomi Yang; Carol A. C. Flannagan; Jonas Bärgman (Technometrics, 2025)

Evaluation of adaptive sampling methods in scenario generation for virtual safety impact assessment of pre-crash safety systems. - Xiaomi Yang; Henrik Imberg; Carol A. C. Flannagan; Jonas Bärgman (CoRR, 2025)