Search Results for author: Kevin Greif

Found 2 papers, 0 papers with code

The Landscape of Unfolding with Machine Learning

no code implementations29 Apr 2024 Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov, Sascha Diefenbacher, Vinicius Mikuni, Theo Heimel, Michael Fenton, Kevin Greif, Benjamin Nachman, Daniel Whiteson, Anja Butter, Tilman Plehn

Recent innovations from machine learning allow for data unfolding, without binning and including correlations across many dimensions.

Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion

no code implementations22 Apr 2024 Alexander Shmakov, Kevin Greif, Michael James Fenton, Aishik Ghosh, Pierre Baldi, Daniel Whiteson

The measurements performed by particle physics experiments must account for the imperfect response of the detectors used to observe the interactions.

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