Search Results for author: Martino Ciaperoni

Found 2 papers, 1 papers with code

Efficient Exploration of the Rashomon Set of Rule Set Models

no code implementations5 Jun 2024 Martino Ciaperoni, Han Xiao, Aristides Gionis

Today, as increasingly complex predictive models are developed, simple rule sets remain a crucial tool to obtain interpretable predictions and drive high-stakes decision making.

Concise and interpretable multi-label rule sets

1 code implementation4 Oct 2022 Martino Ciaperoni, Han Xiao, Aristides Gionis

Multi-label classification is becoming increasingly ubiquitous, but not much attention has been paid to interpretability.

Multi-Label Classification

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