335 citations · 673 across the 11 of their papers we have counts for
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stat.ML2023★ 5 cited
Hierarchical Neural Simulation-Based Inference Over Event Ensembles
Lukas Heinrich, Siddharth Mishra-Sharma, Chris Pollard +1
When analyzing real-world data it is common to work with event ensembles, which comprise sets of observations that collectively constrain the parameters of an underlying model of i…
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…