most citedNo for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models

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cs.LG2025

Doctor Rashomon and the UNIVERSE of Madness: Variable Importance with Unobserved Confounding and the Rashomon Effect

Jon Donnelly, Srikar Katta, Emanuele Borgonovo +1

Variable importance (VI) methods are often used for hypothesis generation, feature selection, and scientific validation. In the standard VI pipeline, an analyst estimates VI for a…

cs.LG2025

Neural Conditional Transport Maps

Carlos Rodriguez-Pardo, Leonardo Chiani, Emanuele Borgonovo +1

We present a neural framework for learning conditional optimal transport (OT) maps between probability distributions. Our approach introduces a conditioning mechanism capable of pr…