111 citations · 1.1k across the 142 of their papers we have counts for
Showing 2023 · hep-phShow all
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hep-ph2023★ 3 cited
Decorrelation using Optimal Transport
Malte Algren, John Andrew Raine, Tobias Golling
Being able to decorrelate a feature space from protected attributes is an area of active research and study in ethics, fairness, and also natural sciences. We introduce a novel dec…
hep-ph2023★ 2 cited
Flow Away your Differences: Conditional Normalizing Flows as an Improvement to Reweighting
Malte Algren, Tobias Golling, Manuel Guth +2
We present an alternative to reweighting techniques for modifying distributions to account for a desired change in an underlying conditional distribution, as is often needed to cor…