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FIT: A Metric for Model Sensitivity


Oct 16, 2022
Ben Zandonati, Adrian Alan Pol, Maurizio Pierini, Olya Sirkin, Tal Kopetz

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Lightweight Jet Reconstruction and Identification as an Object Detection Task


Feb 09, 2022
Adrian Alan Pol, Thea Aarrestad, Ekaterina Govorkova, Roi Halily, Anat Klempner, Tal Kopetz, Vladimir Loncar, Jennifer Ngadiuba, Maurizio Pierini, Olya Sirkin, Sioni Summers

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hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices


Mar 23, 2021
Farah Fahim, Benjamin Hawks, Christian Herwig, James Hirschauer, Sergo Jindariani, Nhan Tran, Luca P. Carloni, Giuseppe Di Guglielmo, Philip Harris, Jeffrey Krupa, Dylan Rankin, Manuel Blanco Valentin, Josiah Hester, Yingyi Luo, John Mamish, Seda Orgrenci-Memik, Thea Aarrestad, Hamza Javed, Vladimir Loncar, Maurizio Pierini, Adrian Alan Pol, Sioni Summers, Javier Duarte, Scott Hauck, Shih-Chieh Hsu, Jennifer Ngadiuba, Mia Liu, Duc Hoang, Edward Kreinar, Zhenbin Wu

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* 10 pages, 8 figures, TinyML Research Symposium 2021 

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Anomaly Detection With Conditional Variational Autoencoders


Oct 12, 2020
Adrian Alan Pol, Victor Berger, Gianluca Cerminara, Cecile Germain, Maurizio Pierini

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* Presented at ICMLA 2019 

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Detector monitoring with artificial neural networks at the CMS experiment at the CERN Large Hadron Collider


Jul 27, 2018
Adrian Alan Pol, Gianluca Cerminara, Cecile Germain, Maurizio Pierini, Agrima Seth

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