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stat.ML2026
Doubly Robust Adaptive Conformal Inference for Causal Effects Under Temporal Dependence
Andreas Koukorinis, Ricardo Silva
We propose doubly robust adaptive conformal inference (DR-ACI), which constructs prediction intervals for doubly robust pseudo-outcomes under temporal dependence.
stat.ML2024
Structured Learning of Compositional Sequential Interventions
Jialin Yu, Andreas Koukorinis, Nicolò Colombo +2
We consider sequential treatment regimes where each unit is exposed to combinations of interventions over time. When interventions are described by qualitative labels, such as "clo…