Lukas Haverbeck

Research Assistant, Rheinisch Westfälische Technische Hochschule Aachen

1 paper at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Kernel conditional tests from learning-theoretic bounds

#3107 · Pierre-François Massiani, Christian Fiedler, Lukas Haverbeck, Friedrich Solowjow, Sebastian Trimpe

We propose tests for general functionals of conditional distributions (including the two-sample test) with finite-sample guarantees and dependent data thanks to generalizations of time-uniform uncertainty bounds for kernel ridge regression.