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