Author

Lea Schönherr

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#artificial intelligence Preprint Sep 2026

WISE-ATTA: When to Ask for Labels in Budgeted Active Test-Time Adaptation

Budgeted ATTA is introduced in which labels are available for only a fraction of test batches, and the timing of supervision is a key, yet underexplored, aspect of active test-time adaptation.

M. Huzaifa, Lea Schönherr, Thorsten Eisenhofer · 0 citations

#machine learning Preprint Jan 2026

Unknown Unknowns: Do Hidden Intentions in LLMs Evade Detection?

This work introduces a social-science-grounded set of ten hidden intention categories and shows that they are trivially inducible, providing the first systematic analysis of why hidden intentions are difficult to detect.

Devansh Srivastav, D. Pape, Lea Schönherr · 1 citation