Author

Rama Y. AlHamidi

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#machine learning Preprint Oct 2026

Waiting Buys Exactly Two Moments: Endogenous Identification in Prediction-Driven Allocation

A planner with a fixed budget of preventive help must decide whom to help and when. Waiting reveals risk but removes intervention opportunities as higher-risk individuals leave first. We characterize this tradeoff under repeated noisy signals and risk-dependent attrition: in the canonical model, a length-$\tau$ observa...

Rama Y. AlHamidi, Rasul Khanbayov, E. Serpedin et al. · 0 citations

Preprint Aug 2026

Counterfactual Sensitivity Is Not Repairability: Auditing Replay Probes for Video Evidence

CARVE is introduced, a black-box counterfactual probe that compares answer changes under matched SHAM and DESTROY replays, and shows only a weak association with annotated temporal coverage, so CARVE is best understood as a routing signal rather than a direct grounding classifier.

Rama Y. AlHamidi, Rasul Khanbayov, E. Serpedin et al. · 0 citations