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20192026
most citedTopological states in non-Hermitian two-dimensional Su-Schrieffer-Heeger model

87 citations

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stat.ML2025

On the Tunability of Random Survival Forests Model for Predictive Maintenance

Yigitcan Yardımcı, Mustafa Cavus

This paper investigates the tunability of the Random Survival Forest (RSF) model in predictive maintenance, where accurate time-to-failure estimation is crucial. Although RSF is wi…

stat.ML2024★ 6 cited

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective

Mustafa Cavus, Przemyslaw Biecek

The Rashomon effect presents a significant challenge in model selection. It occurs when multiple models achieve similar performance on a dataset but produce different predictions,…