Search Results for author: Bogdan Malaescu

Found 2 papers, 0 papers with code

An unfolding method based on conditional Invertible Neural Networks (cINN) using iterative training

no code implementations16 Dec 2022 Mathias Backes, Anja Butter, Monica Dunford, Bogdan Malaescu

We introduce the iterative conditional INN~(IcINN) for unfolding that adjusts for deviations between simulated training samples and data.

An iterative, dynamically stabilized method of data unfolding

no code implementations22 Jul 2009 Bogdan Malaescu

We propose a new iterative unfolding method for experimental data, making use of a regularization function.

Data Analysis, Statistics and Probability High Energy Physics - Experiment

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