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
Many deployed distillation pipelines show the student a truncated view of the teacher: keep the top-k probabilities, renormalize, and minimize a divergence on what remains. Renormalization is assumed to account for the missing mass. We prove that it removes the visibility of tail mass, not the freedom to move it. The r...
PhysWeep finds a specific, reproducible, previously undocumented failure in image-to-video generators, treating a frozen generator as a black box, recovering the realized parameter from generated pixels, and reporting how often generation is trackable at all.
Vision-language and language models increasingly interpret materials data, yet benchmarks report that they hallucinate invalid properties and violate physical law. Evaluation matches final answers to scarce human labels, while discovery agents verify final proposals or density functional theory (DFT) execution. Neither...
Hasan Kurban, Rasul Khanbayov, Mustafa Kurban· 0 citations
The Equivariance-Consistency Score is instantiate as the Equivariance-Consistency Score, a label-free, training-free detector, and release REND-EQUIV, pairing matched invariance and equivariance sets over identical data.
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
C COVER changes the output object: a post-hoc, model-agnostic wrapper that turns any grounder, a trained localizer or a black-box video--language model, into one that emits a temporal region containing the true moment with probability at least $1-\alpha$, by calibrating the quantile of a temporal nonconformity score on...
Aseel A. Mohamed, Rasul Khanbayov, E. Serpedin et al.· 0 citations
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