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stat.ML2025
Conformal Data Contamination Tests for In-distribution Data Acquisition
Martin V. Vejling, Shashi Raj Pandey, Christophe A. N. Biscio +1
The amount of quality data in many machine learning tasks is limited to what is available locally to data owners. The set of quality data can be expanded through trading or sharing…
stat.ME2025
Conformal novelty detection for replicate point patterns with FDR or FWER control
Christophe A. N. Biscio, Adrien Mazoyer, Martin V. Vejling
Monte Carlo tests are widely used for computing valid p-values without requiring known distributions of test statistics. When performing multiple Monte Carlo tests, it is essential…