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Data Science @ LHC 2015 Workshop

from Monday 9 November 2015 (08:30) to Friday 13 November 2015 (18:00)
CERN (222/R-001)

        : Sessions
    /     : Talks
        : Breaks
9 Nov 2015
10 Nov 2015
11 Nov 2015
12 Nov 2015
13 Nov 2015
AM
08:30
Welcome and Introduction - Jean-Roch Vlimant (California Institute of Technology (US)) (until 13:00) (222/R-001)
09:00 Welcome - Jean-Roch Vlimant (California Institute of Technology (US))   (222/R-001)
09:15 Data and Science in HEP - Vincenzo Innocente (CERN)   (222/R-001)
10:00 Data Science in industry - Ellie Dobson (Pivotal)   (222/R-001)
10:45 --- Coffe Break ---
11:00 ML at ATLAS&CMS : setting the stage - Mauro Donega (Eidgenoessische Tech. Hochschule Zuerich (CH))   (222/R-001)
11:40 Preparing for the future: opportunities for ML in ATLAS & CMS - Tobias Golling (Universite de Geneve (CH))   (222/R-001)
09:00
Tuesday Morning Session - Cecile Germain-Renaud (LRI) (until 13:00) (222/R-001)
09:00 ME technique plus experience ttH - Lorenzo Bianchini (Eidgenoessische Tech. Hochschule Zuerich (CH))   (222/R-001)
09:45 ABC Method - Richard Wilkinson (University of Sheffield)   (222/R-001)
10:30 --- Coffee Break ---
10:45 Approximate Likelihood - Kyle Stuart Cranmer (New York University (US))   (222/R-001)
11:30 Stochastic optimization: beyond mathematical programming - Marc Schoenauer (INRIA)   (222/R-001)
12:15 Software R&D for Next Generation of HEP Experiments, Inspired by Theano - Amir Farbin (University of Texas at Arlington (US))   (222/R-001)
09:00
Wednesday Morning Session - Maria Spiropulu (California Institute of Technology (US)) (until 13:00) (222/R-001)
09:00 Data science in ALICE - Michele Floris (CERN)   (222/R-001)
09:45 Deep Learning and its Applications in the Natural Sciences - Pierre Baldi (UCI)   (222/R-001)
10:30 --- Coffee Break ---
10:45 A ground-up construction of deep learning - Luke Percival De Oliveira (SLAC National Accelerator Laboratory (US))   (222/R-001)
11:30 Neuromorphic silicon chips - Giacomo Indiveri (INI Zurich) Sim Bamford (INI Labs)   (222/R-001)
12:15 Artificial Intelligence and the Future of Science - Demis Hassabis (Google DeepMind)   (222/R-001)
09:00
Thursday Mornning Session - Xabier Cid Vidal (CERN) (until 13:00) (222/R-001)
09:00 Data science in LHCb - Tim Head (Ecole Polytechnique Federale de Lausanne (CH))   (222/R-001)
09:45 Reusing ML tools and approaches for HEP data analysis - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))   (222/R-001)
10:30 --- Coffee Break ---
10:45 Real Time Processing - Caterina Doglioni (Lund University (SE)) Dustin James Anderson (California Institute of Technology (US)) Vladimir Gligorov (CERN)   (222/R-001)
11:30 The Retina Algorithm - Giovanni Punzi (Universita di Pisa & INFN (IT)) Luciano Frances Ristori (Fermi National Accelerator Lab. (US))   (222/R-001)
12:15 Machine learning, computer vision, and probabilistic models in jet physics - Ben Nachman (SLAC National Accelerator Laboratory (US)) Michael Aaron Kagan (SLAC National Accelerator Laboratory (US))   (222/R-001)
09:00
Tutorials V : caffe/theano - Jean-Roch Vlimant (California Institute of Technology (US)) (until 12:00) (222/R-001)
09:00 NVidia Tutorial - Julien Demouth (NVidia) Peter Messmer (NVidia) Gunter Roeth (NVidia)   (222/R-001)
10:20 --- Coffee Break ---
PM
13:00 --- Lunch Break ---
14:00
Symposium - Jean-Roch Vlimant (California Institute of Technology (US)) (until 14:45) (222/R-001)
14:00 Deep Learning RNNaissance - Juergen Schmidhuber (IDSIA)   (222/R-001)
14:45 --- Coffee Break ---
15:00
Monday Afternoon Session - David Rousseau (LAL-Orsay, FR) (until 18:00) (222/R-001)
15:00 Feature Extraction - Dr Sergei Gleyzer (University of Florida (US))   (222/R-001)
15:45 TMVA tutorial - Helge Voss (Max-Planck-Gesellschaft (DE)) Dr Sergei Gleyzer (University of Florida (US))   (222/R-001)
19:00 --- Reception ---
13:00 --- Lunch Break ---
14:00
Symposium - Jean-Roch Vlimant (California Institute of Technology (US)) (until 14:45) (222/R-001)
14:00 Better Cities through Imaging - Gregory Dobler (NYU CUSP)   (222/R-001)
14:45 --- Coffee Break ---
15:00
Tutorials II: Matrix Element Method (MEM) - Vladimir Gligorov (CERN) (until 18:10) (222/R-001)
15:00 Introduction - Kyle Stuart Cranmer (New York University (US))   (222/R-001)
15:01 Cross Disciplinary Discussion   (222/R-001)
15:20 MadWeight Tutorial - Olivier Pierre C Mattelaer (IPPP Durham)   (222/R-001)
16:20 --- Break ---
16:40 MemTk (Matrix Element Toolkit) Tutorial - Patrick Rieck (Humboldt-Universitaet zu Berlin (DE)) Oliver Maria Kind (Humboldt-Universitaet zu Berlin (DE)) Soren Stamm (Humboldt-Universitaet zu Berlin (DE))   (222/R-001)
17:30 Recent Experience, Challenges, & Discussion - Patrick Rieck (Humboldt-Universitaet zu Berlin (DE)) Olaf Nackenhorst (Universite de Geneve (CH)) Lorenzo Bianchini (Eidgenoessische Tech. Hochschule Zuerich (CH)) Olivier Pierre C Mattelaer (IPPP Durham)   (222/R-001)
13:00 --- Lunch Break ---
14:00
Symposium - Jean-Roch Vlimant (California Institute of Technology (US)) (until 14:45) (222/R-001)
14:00 Scalable Gaussian Processes and the search for exoplanets - Daniel ForemanMackey (University of Washington)   (222/R-001)
14:45 --- Coffee Break ---
15:00
Tutorial III: Deep Learning - Andrew Lowe (Hungarian Academy of Sciences (HU)) (until 18:00) (222/R-001)
15:00 Deep Learning Tutorial - Peter Sadowski (University of California Irvine)   (222/R-001)
19:00 --- Buffet & Cocktail ---
13:00 --- Lunch Break ---
14:00
Symposium - Jean-Roch Vlimant (California Institute of Technology (US)) (until 14:45) (222/R-001)
14:00 High-dimensional model estimation and model selection - Christian Mueller (Simons Foundation)   (222/R-001)
14:45 --- Coffee Break ---
15:00
Thursday Afternoon Session - Maurizio Pierini (CERN) (until 18:45) (222/R-001)
15:00 An introduction to machine learning with Scikit-Learn - Dr Gilles Louppe (CERN)   (222/R-001)
17:15 TMVA R/Scikit-learn interface - Dr Sergei Gleyzer (University of Florida (US))   (222/R-001)
12:00 Closing Remarks - Maria Spiropulu (California Institute of Technology (US))   (222/R-001)
12:30 --- Lunch Break ---
14:00
Open Data & round table on data access - Jamie Shiers (CERN) (until 16:00) (222/R-001)
14:00 Welcome & Introduction - Jamie Shiers (CERN)   (222/R-001)
14:10 ALICE - Markus Bernhard Zimmermann (Westfaelische Wilhelms-Universitaet Muenster (DE))   (222/R-001)
14:15 ATLAS - Claire Adam Bourdarios (Laboratoire de l'Accelerateur Lineaire (FR))   (222/R-001)
14:20 CMS - Kati Lassila-Perini (Helsinki Institute of Physics (FI))   (222/R-001)
14:25 LHCb - Silvia Amerio (Universita e INFN, Padova (IT)) Silvia Amerio (University of Padova & INFN)   (222/R-001)
14:30 BaBar - Concetta Cartaro (SLAC)   (222/R-001)
14:35 Open Data @CERN - Sunje Dallmeier-Tiessen (Humboldt-Universitaet zu Berlin (DE)) Sunje Dallmeier-Tiessen (CERN)   (222/R-001)
14:50 LEP & Recast - Kyle Stuart Cranmer (New York University (US))   (222/R-001)
14:55 Open data and science reproducibility - Prof. Victoria Stodden (University of Illinois at Urbana-Champaign)   (222/R-001)
15:15 Discussion   (222/R-001)
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