4th ATLAS Machine Learning Workshop

from Monday, 11 November 2019 (09:00) to Friday, 15 November 2019 (18:00)
CERN (6/2-024)

        : Sessions
    /     : Talks
        : Breaks
11 Nov 2019
13 Nov 2019
14 Nov 2019
15 Nov 2019
AM
09:00
Public (until 12:00) (500/1-001 - Main Auditorium)
PM
12:00 --- Lunch ---
13:00
Public (until 19:00) (500/1-001 - Main Auditorium)
13:00 Introduction - Dan Guest (University of California Irvine (US)) Amir Farbin (University of Texas at Arlington (US))   (500/1-001 - Main Auditorium)
13:27 Dark Machines - Bob Stienen   (500/1-001 - Main Auditorium)
13:45 A deep neural network for simultaneous estimation of b quark energy and resolution for the CMS experiment - Nadezda Chernyavskaya (Eidgenoessische Tech. Hochschule Zuerich (CH))   ()
14:10 DNNLikelihood - Riccardo Torre (CERN)   ()
14:40 --- Break ---
15:05 A deep neural network-based tagger to search for new long-lived particle states decaying to jets - Vilius Cepaitis (Imperial College (GB))   (500/1-001 - Main Auditorium)
15:35 Fast Machine Learning Inference on FPGAs for Trigger and DAQ with hls4ml - Sioni Paris Summers (CERN)   (500/1-001 - Main Auditorium)
16:10 --- Break ---
13:00 --- Lunch ---
19:30 Dinner at La Potiniere   ()
12:00 --- Lunch ---
12:00 --- Lunch ---
14:00
Public (until 18:00) (6/2-024 - BE Auditorium Meyrin)
14:00 ML Inference in CMSSW - Huilin Qu (Univ. of California Santa Barbara (US))   ()
14:35 Distributed training and optimization - Dr Jean-Roch Vlimant (California Institute of Technology (US))   (6/2-024 - BE Auditorium Meyrin)
15:05 --- Break ---
15:35 Adversarial training for ttH(bb) classification - Paul Glaysher (DESY)   (6/2-024 - BE Auditorium Meyrin)
16:05 Machine Learning for BSM - Andrea Wulzer (CERN and EPFL)   (6/2-024 - BE Auditorium Meyrin)
16:40 GPUs in Reconstruction - Dr Charles Leggett (Lawrence Berkeley National Lab (US))   (6/2-024 - BE Auditorium Meyrin)