Data Analysis, AI and ML II
ORAL · Q09 · ID: 50156
Presentations
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Event-based anomaly detection for new physics searches at the LHC using machine learning
ORAL
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Publication: S.V.Chekanov, W.Hopkins, Event-based anomaly detection for new physics searches at the LHC using machine learning, https://arxiv.org/abs/2111.12119, ANL-HEP-17239 (2020)
Presenters
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Sergei Chekanov
Argonne National Laboratory
Authors
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Sergei Chekanov
Argonne National Laboratory
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Walter Hopkins
Argonne National Laboratory
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Clustering for interpreting complex high-energy physics models
ORAL
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Presenters
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Walter Hopkins
Argonne National Laboratory
Authors
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Walter Hopkins
Argonne National Laboratory
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Evangelos Kourlitis
Argonne National Laboratory
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Neural Network Tagger for Single Higgs Boson that Decays into Two W Bosons
ORAL
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Presenters
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Zichun Hao
University of California, San Diego
Authors
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Zichun Hao
University of California, San Diego
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Javier M Duarte
University of California, San Diego
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Raghav Kansal
University of California, San Diego
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Cristina M Suarez
Fermilab
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Searches for new physics in collision events using a statistical technique for anomaly detection
ORAL
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Publication: S.V.Chekanov, W.Hopkins, Event-based anomaly detection for new physics searches at the LHC using machine learning, https://arxiv.org/abs/2111.12119, ANL-HEP-17239 (2020)
Presenters
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Jacob E Crosby
Oklahoma State University
Authors
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Sergei Chekanov
Argonne National Laboratory
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Jacob E Crosby
Oklahoma State University
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Interaction Network Autoencoder in the Level-1 Trigger
ORAL
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Presenters
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Sukanya S Krishna
University of California, San Diego
Authors
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Sukanya S Krishna
University of California, San Diego
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Point Cloud Deep Learning Methods for Pion Reconstruction in the ATLAS Detector
ORAL
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Presenters
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Mariel Pettee
Lawrence Berkeley National Lab
Authors
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Mariel Pettee
Lawrence Berkeley National Lab
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Calibration of electrons and photons in the CMS ECAL with graph neural networks
ORAL
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Presenters
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Simon Rothman
Massachusetts Institute of Technology MI
Authors
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Simon Rothman
Massachusetts Institute of Technology MI
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EMD Neural Network for HGCAL Data Compression Encoder ASIC
ORAL
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Presenters
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Rohan Shenoy
University of California San Diego,
Authors
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Rohan Shenoy
University of California San Diego,
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