This repository contains the LaTeX source for the PhD thesis written by Marco Bellagente. Some code is available for running the experiments presented in the thesis in the repositories linked below.
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How to GAN Away Detector Effects Marco Bellagente, Anja Butter, Gregor Kasieczka Tilman Plehn and Ramon Winterhalder Scipost 2019 
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Invertible Networks or Partons to Detector and Back Again Marco Bellagente, Anja Butter, Gregor Kasieczka, Tilman Plehn, Ramon Winterhalder, Lynton Ardizzone and Ullrich Koethe Scipost 2020
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Understanding Event-Generation Networks via Uncertainties Marco Bellagente, Manuel Haussmann, Michel Luchmann and Tilman Plehn Scipost 2021
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Latent Space Refinement for Deep Generative Models Ramon Winterhalder, Marco Bellagente, and Ben Nachman
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