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Márk Dániel Szalai

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#machine learning Preprint Oct 2026

RIFT: Relative Isolation From Trees For Anomaly Detection

Isolation Forest (IF) is a widely used baseline for unsupervised anomaly detection. Recent studies provide a closed-form expression for the infinite-forest limit for one-dimensional data. Inspired by the geometric interpretation of this formula, we introduce RIFT (Relative Isolation From Trees), a deterministic anomaly...

Márk Dániel Szalai, Gábor Horváth · 0 citations