47 citations · 219 across the 37 of their papers we have counts for
3 papers · 1 filter
Max-Rank: Efficient Multiple Testing for Conformal Prediction
Alexander Timans, Christoph-Nikolas Straehle, Kaspar Sakmann +2
Multiple hypothesis testing (MHT) frequently arises in scientific inquiries, and concurrent testing of multiple hypotheses inflates the risk of Type-I errors or false positives, re…
E-Valuating Classifier Two-Sample Tests
Teodora Pandeva, Tim Bakker, Christian A. Naesseth +1
We introduce a powerful deep classifier two-sample test for high-dimensional data based on E-values, called E-value Classifier Two-Sample Test (E-C2ST). Our test combines ideas fro…
Sequential Monte Carlo for Graphical Models
Christian A. Naesseth, Fredrik Lindsten, Thomas B. Schön
We propose a new framework for how to use sequential Monte Carlo (SMC) algorithms for inference in probabilistic graphical models (PGM). Via a sequential decomposition of the PGM w…