Name: Data Science @ LHC 2015 Workshop
Start: 2015-11-09T08:30:00+01:00
End: 2015-11-13T18:00:00+01:00
Location: CERN

Data Science @ LHC 2015 Workshop

from Monday, November 9, 2015 (8:30 AM) to Friday, November 13, 2015 (6:00 PM)

Monday, November 9, 2015
8:30 AM
8:30 AM - 1:00 PM
Room: 222/R-001
Contributions

9:00 AM Welcome - Jean-Roch Vlimant (California Institute of Technology (US))

9:15 AM Data and Science in HEP - Vincenzo Innocente (CERN)

10:00 AM Data Science in industry - Ellie Dobson (Pivotal)

11:00 AM ML at ATLAS&CMS : setting the stage - Mauro Donega (Eidgenoessische Tech. Hochschule Zuerich (CH))

11:40 AM Preparing for the future: opportunities for ML in ATLAS & CMS - Tobias Golling (Universite de Geneve (CH))
1:00 PM Lunch Break
Lunch Break
1:00 PM - 2:00 PM
Room: 222/R-001
2:00 PM
2:00 PM - 2:45 PM
Room: 222/R-001
Contributions

2:00 PM Deep Learning RNNaissance - Juergen Schmidhuber (IDSIA)
2:45 PM Coffee Break
Coffee Break
2:45 PM - 3:00 PM
Room: 222/R-001
3:00 PM
3:00 PM - 6:00 PM
Room: 222/R-001
Contributions

3:00 PM Feature Extraction - Sergei Gleyzer (University of Florida (US))

3:45 PM TMVA tutorial - Helge Voss (Max-Planck-Gesellschaft (DE)) Sergei Gleyzer (University of Florida (US))
7:00 PM Reception
Reception
7:00 PM - 8:00 PM
Room: Restaurant 1
Tuesday, November 10, 2015
9:00 AM
9:00 AM - 1:00 PM
Room: 222/R-001
Contributions

9:00 AM ME technique plus experience ttH - Lorenzo Bianchini (Eidgenoessische Tech. Hochschule Zuerich (CH))

9:45 AM ABC Method - Richard Wilkinson (University of Sheffield)

10:45 AM Approximate Likelihood - Kyle Stuart Cranmer (New York University (US))

11:30 AM Stochastic optimization: beyond mathematical programming - Marc Schoenauer (INRIA)

12:15 PM Software R&D for Next Generation of HEP Experiments, Inspired by Theano - Amir Farbin (University of Texas at Arlington (US))
1:00 PM Lunch Break
Lunch Break
1:00 PM - 2:00 PM
Room: 222/R-001
2:00 PM
2:00 PM - 2:45 PM
Room: 222/R-001
Contributions

2:00 PM Better Cities through Imaging - Gregory Dobler (NYU CUSP)
2:45 PM Coffee Break
Coffee Break
2:45 PM - 3:00 PM
Room: 222/R-001
3:00 PM
3:00 PM - 6:10 PM
Room: 222/R-001
Contributions

3:00 PM Introduction - Kyle Stuart Cranmer (New York University (US))

3:01 PM Cross Disciplinary Discussion

3:20 PM MadWeight Tutorial - Olivier Pierre C Mattelaer (IPPP Durham)

4:40 PM MemTk (Matrix Element Toolkit) Tutorial - Oliver Maria Kind (Humboldt-Universitaet zu Berlin (DE)) Patrick Rieck (Humboldt-Universitaet zu Berlin (DE)) Soren Stamm (Humboldt-Universitaet zu Berlin (DE))

5:30 PM Recent Experience, Challenges, & Discussion - Lorenzo Bianchini (Eidgenoessische Tech. Hochschule Zuerich (CH)) Olaf Nackenhorst (Universite de Geneve (CH)) Olivier Pierre C Mattelaer (IPPP Durham) Patrick Rieck (Humboldt-Universitaet zu Berlin (DE))
Wednesday, November 11, 2015
9:00 AM
9:00 AM - 1:00 PM
Room: 222/R-001
Contributions

9:00 AM Data science in ALICE - Michele Floris (CERN)

9:45 AM Deep Learning and its Applications in the Natural Sciences - Pierre Baldi (UCI)

10:45 AM A ground-up construction of deep learning - Luke Percival De Oliveira (SLAC National Accelerator Laboratory (US))

11:30 AM Neuromorphic silicon chips - Giacomo Indiveri (INI Zurich) Sim Bamford (INI Labs)

12:15 PM Artificial Intelligence and the Future of Science - Demis Hassabis (Google DeepMind)
1:00 PM Lunch Break
Lunch Break
1:00 PM - 2:00 PM
Room: 222/R-001
2:00 PM
2:00 PM - 2:45 PM
Room: 222/R-001
Contributions

2:00 PM Scalable Gaussian Processes and the search for exoplanets - Daniel ForemanMackey (University of Washington)
2:45 PM Coffee Break
Coffee Break
2:45 PM - 3:00 PM
Room: 222/R-001
3:00 PM
3:00 PM - 6:00 PM
Room: 222/R-001
Contributions

3:00 PM Deep Learning Tutorial - Peter Sadowski (University of California Irvine)
7:00 PM Buffet & Cocktail
Buffet & Cocktail
7:00 PM - 10:00 PM
Room: Restaurant 1
Thursday, November 12, 2015
9:00 AM
9:00 AM - 1:00 PM
Room: 222/R-001
Contributions

9:00 AM Data science in LHCb - Tim Head (Ecole Polytechnique Federale de Lausanne (CH))

9:45 AM Reusing ML tools and approaches for HEP data analysis - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))

10:45 AM Real Time Processing - Caterina Doglioni (Lund University (SE)) Dustin James Anderson (California Institute of Technology (US)) Vladimir Gligorov (CERN)

11:30 AM The Retina Algorithm - Giovanni Punzi (Universita di Pisa & INFN (IT)) Luciano Frances Ristori (Fermi National Accelerator Lab. (US))

12:15 PM 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))
1:00 PM Lunch Break
Lunch Break
1:00 PM - 2:00 PM
Room: 222/R-001
2:00 PM
2:00 PM - 2:45 PM
Room: 222/R-001
Contributions

2:00 PM High-dimensional model estimation and model selection - Christian Mueller (Simons Foundation)
2:45 PM Coffee Break
Coffee Break
2:45 PM - 3:00 PM
Room: 222/R-001
3:00 PM
3:00 PM - 6:45 PM
Room: 222/R-001
Contributions

3:00 PM An introduction to machine learning with Scikit-Learn - Gilles Louppe (CERN)

5:15 PM TMVA R/Scikit-learn interface - Sergei Gleyzer (University of Florida (US))
Friday, November 13, 2015
9:00 AM
9:00 AM - 12:00 PM
Room: 222/R-001
Contributions

9:00 AM NVidia Tutorial - Gunter Roeth (NVidia) Julien Demouth (NVidia) Peter Messmer (NVidia)
12:00 PM Closing Remarks - Maria Spiropulu (California Institute of Technology (US))
Closing Remarks
- Maria Spiropulu (California Institute of Technology (US))
12:00 PM - 12:30 PM
Room: 222/R-001
12:30 PM Lunch Break
Lunch Break
12:30 PM - 2:00 PM
Room: 222/R-001
2:00 PM
2:00 PM - 4:00 PM
Room: 222/R-001
Contributions

2:00 PM Welcome & Introduction - Jamie Shiers (CERN)

2:10 PM ALICE - Markus Bernhard Zimmermann (Westfaelische Wilhelms-Universitaet Muenster (DE))

2:15 PM ATLAS - Claire Adam Bourdarios (Laboratoire de l'Accelerateur Lineaire (FR))

2:20 PM CMS - Kati Lassila-Perini (Helsinki Institute of Physics (FI))

2:25 PM LHCb - Silvia Amerio (Universita e INFN, Padova (IT)) Silvia Amerio (University of Padova & INFN)

2:30 PM BaBar - Concetta Cartaro (SLAC)

2:35 PM Open Data @CERN - Sunje Dallmeier-Tiessen (Humboldt-Universitaet zu Berlin (DE)) Sunje Dallmeier-Tiessen (CERN)

2:50 PM LEP & Recast - Kyle Stuart Cranmer (New York University (US))

2:55 PM Open data and science reproducibility - Victoria Stodden (University of Illinois at Urbana-Champaign)

3:15 PM Discussion

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