Cerri, Olmo
- Adversarially Learned Anomaly Detection on CMS Open Data: re-discovering the top quark
2020/05/04 by Oliver Knapp, Knapp, Oliver, Guenther Dissertori +12 · 6 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Particle physics theoretical and experimental studies #cs.LG #hep-ex #hep-ph
- Data Augmentation at the LHC through Analysis-specific Fast Simulation with Deep Learning
2020/10/05 by Cheng Chen, Olmo Cerri, Chen, Cheng +8 · 1 citation
Computer Science · Medicine · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #cs.LG #hep-ex #hep-ph #physics.comp-ph