Cedric Schmitz

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Eval Frameworks & Benchmarks (1)Recommendation & Information Retrieval (1)

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Raad Bin Tareaf (1)Murad Al-Rajab (1)Samia Loucif (1)Samer Ellaham (1)

Papers (1)

Sep 10, 2026

Raad Bin Tareaf +41w ago

Target leakage, not model class, explains reported accuracy in survey-based cardiovascular screening: a leakage-tiered audit of glass-box and tabular foundation models

This work benchmarked ten classifiers spanning linear, tree-ensemble, neural, glass-box, and tabular foundation classes for prevalent myocardial infarction in 442,067 respondents of the 2022 Behavioral Risk Factor Surveillance System across five feature tiers of decreasing leakage risk.

Raad Bin Tareaf, Murad Al-Rajab, Samia Loucif +2

Eval Frameworks & Benchmarks Recommendation & Information Retrieval

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Cedric Schmitz

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)