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Jonas Jürß

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#machine learning Preprint Sep 2026

Towards Identifying the Dataset Biases Causing Phantom Transfer

This work embeds a dataset's completions with Sentence-BERT, subtract the embeddings of clean reference completions, and compares the result to an open vocabulary of candidate topics, observing that different teacher models appear to express the same bias through different vocabulary.

Jonas Jürß, Pietro Lió · 0 citations
#artificial intelligence Preprint Sep 2026

DynSHAP: Towards Explainable Dynamic Survival Analysis

DynSHAP is proposed, a SHAP framework suited specifically for dynamic survival analysis that learns linear dependencies in features over time and uses conditional sampling to address them in explanations, and Temporal DynSHAP, which learns linear dependencies in features over time and uses conditional sampling to addre...

N. Anokhina, Jonas Jürß, Pietro Liò · 0 citations

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