Search Results for author: Nicola Serra

Found 3 papers, 2 papers with code

Universal approximation of credit portfolio losses using Restricted Boltzmann Machines

1 code implementation • 22 Feb 2022 • Giuseppe Genovese, Ashkan Nikeghbali, Nicola Serra, Gabriele Visentin

We introduce a new portfolio credit risk model based on Restricted Boltzmann Machines (RBMs), which are stochastic neural networks capable of universal approximation of loss distributions.

Management

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A High Pressure Time Projection Chamber with Optical Readout

no code implementations • 12 Feb 2021 • Alexander Deisting, Abigail Victoria Waldron, Edward Atkin, Gary Barker, Anastasia Basharina-Freshville, Christopher Betancourt, Steven Boyd, Dominic Brailsford, Zachary Chen-Wishart, Linda Cremonesi, Adriana Dias, Patrick Dunne, Jennifer Haigh, Philip Hamacher-Baumann, Sebastian Jones, Asher Kaboth, Alexander Korzenev, William Ma, Philippe Mermod, Maria Mironova, Jocelyn Monroe, Ryan Nichol, Toby Nonnenmacher, Jaroslaw Nowak, William Parker, Harrison Ritchie-Yates, Stefan Roth, Ruben Saakyan, Nicola Serra, Yuri Shitov, Jochen Steinmann, Adam Tarrant, Melissa Uchida, Sammy Valder, Mark Ward, Morgan Wascko

Measurements of proton-nucleus scattering and high resolution neutrino-nucleus interaction imaging are key to reduce neutrino oscillation systematic uncertainties in future experiments.

Instrumentation and Detectors High Energy Physics - Experiment

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zfit: scalable pythonic fitting

1 code implementation • 29 Oct 2019 • Jonas Eschle, Albert Puig Navarro, Rafael Silva Coutinho, Nicola Serra

Statistical modeling is a key element for High-Energy Physics (HEP) analysis.

Data Analysis, Statistics and Probability High Energy Physics - Experiment

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