Nadezda Chernyavskaya

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 13

Top Topics

Automated Visual Inspection

High Energy Physics

Top Venues

Mach. Learn. Sci. Technol.

Frontiers Big Data

Publications

Luca Anzalone, Simranjit Singh Chhibra, Benedikt Maier, Nadezda Chernyavskaya, Maurizio Pierini
Triggering Dark Showers with Conditional Dual Auto-Encoders. CoRR (2023)
Adrian Alan Pol, Ekaterina Govorkova, Sonja Grönroos, Nadezda Chernyavskaya, Philip C. Harris, Maurizio Pierini, Isobel Ojalvo, Peter Elmer
Knowledge Distillation for Anomaly Detection. CoRR (2023)
Adrian Alan Pol, Ekaterina Govorkova, Sonja Grönroos, Nadezda Chernyavskaya, Philip C. Harris, Maurizio Pierini, Isobel Ojalvo, Peter Elmer
Knowledge Distillation for Anomaly Detection. ESANN (2023)
Simranjit Singh Chhibra, Nadezda Chernyavskaya, Benedikt Maier, Maurizio Pierini, Syed Hasan
Autoencoders for Real-Time SUEP Detection. CoRR (2023)
Breno Orzari, Nadezda Chernyavskaya, Raphael Cóbe, Javier M. Duarte, Jefferson F. Coelho, Dimitrios Gunopulos, Raghav Kansal, Maurizio Pierini, Thiago Tomei, Mary Touranakou
LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows. Mach. Learn. Sci. Technol. 4 (4) (2023)
Sonja Grönroos, Maurizio Pierini, Nadezda Chernyavskaya
Automated visual inspection of CMS HGCAL silicon sensor surface using an ensemble of a deep convolutional autoencoder and classifier. Mach. Learn. Sci. Technol. 4 (3) (2023)
Sonja Grönroos, Maurizio Pierini, Nadezda Chernyavskaya
Automated visual inspection of CMS HGCAL silicon sensor surface using an ensemble of a deep convolutional autoencoder and classifier. CoRR (2023)
Shah Rukh Qasim, Nadezda Chernyavskaya, Jan Kieseler, Kenneth Long, Oleksandr Viazlo, Maurizio Pierini, Raheel Nawaz
End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks. CoRR (2022)
Mary Touranakou, Nadezda Chernyavskaya, Javier M. Duarte, Dimitrios Gunopoulos, Raghav Kansal, Breno Orzari, Maurizio Pierini, Thiago Tomei, Jean-Roch Vlimant
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders. CoRR (2022)
Zichun Hao, Raghav Kansal, Javier Duarte, Nadezda Chernyavskaya
Lorentz Group Equivariant Autoencoders. CoRR (2022)
Mary Touranakou, Nadezda Chernyavskaya, Javier M. Duarte, Dimitrios Gunopulos, Raghav Kansal, Breno Orzari, Maurizio Pierini, Thiago Tomei, Jean-Roch Vlimant
Particle-based fast jet simulation at the LHC with variational autoencoders. Mach. Learn. Sci. Technol. 3 (3) (2022)
Pratik Jawahar, Thea Aarrestad, Nadezda Chernyavskaya, Maurizio Pierini, Kinga Anna Wozniak, Jennifer Ngadiuba, Javier M. Duarte, Steven Tsan
Improving Variational Autoencoders for New Physics Detection at the LHC With Normalizing Flows. Frontiers Big Data 5 (2022)
Raghav Kansal, Anni Li, Javier M. Duarte, Nadezda Chernyavskaya, Maurizio Pierini, Breno Orzari, Thiago Tomei
On the Evaluation of Generative Models in High Energy Physics. CoRR (2022)