Search Results for author: Kaustuv Datta

Found 2 papers, 1 papers with code

LHC analysis-specific datasets with Generative Adversarial Networks

1 code implementation16 Jan 2019 Bobak Hashemi, Nick Amin, Kaustuv Datta, Dominick Olivito, Maurizio Pierini

Using generative adversarial networks (GANs), we investigate the possibility of creating large amounts of analysis-specific simulated LHC events at limited computing cost.

Unfolding with Generative Adversarial Networks

no code implementations1 Jun 2018 Kaustuv Datta, Deepak Kar, Debarati Roy

Correcting measured detector-level distributions to particle-level is essential to make data usable outside the experimental collaborations.

Data Analysis, Statistics and Probability High Energy Physics - Experiment High Energy Physics - Phenomenology

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