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Reconstruction, Trigger, and Machine Learning for the HL-LHC

from Thursday, April 26, 2018 (10:00 AM) to Friday, April 27, 2018 (4:30 PM)


        : Sessions
    /     : Talks
        : Breaks
Apr 26, 2018
Apr 27, 2018
AM
10:00 AM
Accelerated Processing (until 12:30 PM)
10:00 AM Welcome/Overview - J Michael Williams (Massachusetts Inst. of Technology (US))  
10:10 AM Muon Trigger - Verena Ingrid Martinez Outschoorn (University of Massachusetts (US)) Verena Ingrid Martinez Outschoorn (Fermi National Accelerator Lab. (US))  
10:40 AM Co processor acceleration - Christian Faerber (CERN)  
11:20 AM HLS4ML - Ben Kreis (Fermi National Accelerator Lab. (US))  
12:00 PM Optical Artificial Neural Networks - Yichen Shen (MIT)  
10:00 AM
ML in Clustering (until 12:30 PM)
10:00 AM ML in Neutrinos - Alexander Radovic (College of William and Mary)  
10:30 AM ML in Jets - Michael Aaron Kagan (SLAC National Accelerator Laboratory (US))  
11:00 AM CMS HGCAL reconstruction - Andrea Carlo Marini (Massachusetts Inst. of Technology (US))  
11:30 AM CMS trigger upgrade - Zhenbin Wu (University of Illinois at Chicago (US))  
PM
12:30 PM --- Lunch ---
2:00 PM
Machine Learning in Tracking (until 4:30 PM)
2:00 PM Introduction - J Michael Williams (Massachusetts Inst. of Technology (US))  
2:30 PM Overview of ML tracking approaches - Dr Jean-Roch Vlimant (California Institute of Technology (US))  
3:15 PM ML in Tracking - Steven Farrell (Lawrence Berkeley National Lab (US))  
4:30 PM
CS Lightning Talks and Discussion (until 6:10 PM)
5:00 PM Song Han  
5:10 PM Broderick  
5:30 PM Andrey  
5:50 PM Gowtham  
6:30 PM --- Dinner ---
12:30 PM --- Lunch ---
2:00 PM
Machine Learning in Data Compression (until 4:30 PM)
2:00 PM Network Pruning - Javier Mauricio Duarte (Fermi National Accelerator Lab. (US))  
2:30 PM Compression with Auto-encoders - Mr Constantin Niko Weisser (Massachusetts Inst. of Technology (US))  
3:00 PM Informational basis of Energy Flow - Jesse Thaler (MIT)  
3:30 PM Parting Thoughts - J Michael Williams (Massachusetts Inst. of Technology (US))  
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