Introduces glitches as monotonic-oscillation anomalies in decision models and shows that detecting them in tree ensembles is NP-complete.
Treant: training evasion-aware decision trees
1 Pith paper cite this work, alongside 8 external citations. Polarity classification is still indexing.
1
Pith paper citing it
8
external citations · OpenAlex
fields
cs.LG 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Glitches in Decision Tree Ensemble Models
Introduces glitches as monotonic-oscillation anomalies in decision models and shows that detecting them in tree ensembles is NP-complete.