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8:30 AM
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Welcome and Introduction
-
Jean-Roch Vlimant
(California Institute of Technology (US))
(until 1:00 PM)
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9:00 AM
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Welcome
-
Jean-Roch Vlimant
(California Institute of Technology (US))
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9:15 AM
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Data and Science in HEP
-
Vincenzo Innocente
(CERN)
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10:00 AM
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Data Science in industry
-
Ellie Dobson
(Pivotal)
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10:45 AM
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--- Coffe Break ---
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11:00 AM
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ML at ATLAS&CMS : setting the stage
-
Mauro Donega
(Eidgenoessische Tech. Hochschule Zuerich (CH))
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11:40 AM
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Preparing for the future: opportunities for ML in ATLAS & CMS
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Tobias Golling
(Universite de Geneve (CH))
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9:00 AM
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Tuesday Morning Session
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Cecile Germain-Renaud
(LRI)
(until 1:00 PM)
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9:00 AM
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ME technique plus experience ttH
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Lorenzo Bianchini
(Eidgenoessische Tech. Hochschule Zuerich (CH))
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9:45 AM
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ABC Method
-
Richard Wilkinson
(University of Sheffield)
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10:30 AM
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--- Coffee Break ---
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10:45 AM
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Approximate Likelihood
-
Kyle Stuart Cranmer
(New York University (US))
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11:30 AM
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Stochastic optimization: beyond mathematical programming
-
Marc Schoenauer
(INRIA)
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12:15 PM
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Software R&D for Next Generation of HEP Experiments, Inspired by Theano
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Amir Farbin
(University of Texas at Arlington (US))
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9:00 AM
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Wednesday Morning Session
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Maria Spiropulu
(California Institute of Technology (US))
(until 1:00 PM)
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9:00 AM
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Data science in ALICE
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Michele Floris
(CERN)
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9:45 AM
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Deep Learning and its Applications in the Natural Sciences
-
Pierre Baldi
(UCI)
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10:30 AM
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--- Coffee Break ---
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10:45 AM
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A ground-up construction of deep learning
-
Luke Percival De Oliveira
(SLAC National Accelerator Laboratory (US))
|
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11:30 AM
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Neuromorphic silicon chips
-
Giacomo Indiveri
(INI Zurich)
Sim Bamford
(INI Labs)
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12:15 PM
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Artificial Intelligence and the Future of Science
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Demis Hassabis
(Google DeepMind)
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9:00 AM
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Thursday Mornning Session
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Xabier Cid Vidal
(CERN)
(until 1:00 PM)
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9:00 AM
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Data science in LHCb
-
Tim Head
(Ecole Polytechnique Federale de Lausanne (CH))
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9:45 AM
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Reusing ML tools and approaches for HEP data analysis
-
Andrey Ustyuzhanin
(Yandex School of Data Analysis (RU))
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10:30 AM
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--- Coffee Break ---
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10:45 AM
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Real Time Processing
-
Caterina Doglioni
(Lund University (SE))
Dustin James Anderson
(California Institute of Technology (US))
Vladimir Gligorov
(CERN)
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11:30 AM
|
The Retina Algorithm
-
Giovanni Punzi
(Universita di Pisa & INFN (IT))
Luciano Frances Ristori
(Fermi National Accelerator Lab. (US))
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12:15 PM
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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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9:00 AM
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Tutorials V : caffe/theano
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Jean-Roch Vlimant
(California Institute of Technology (US))
(until 12:00 PM)
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9:00 AM
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NVidia Tutorial
-
Julien Demouth
(NVidia)
Peter Messmer
(NVidia)
Gunter Roeth
(NVidia)
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10:20 AM
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--- Coffee Break ---
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1:00 PM
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--- Lunch Break ---
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2:00 PM
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Symposium
-
Jean-Roch Vlimant
(California Institute of Technology (US))
(until 2:45 PM)
|
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2:00 PM
|
Deep Learning RNNaissance
-
Juergen Schmidhuber
(IDSIA)
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2:45 PM
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--- Coffee Break ---
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3:00 PM
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Monday Afternoon Session
-
David Rousseau
(LAL-Orsay, FR)
(until 6:00 PM)
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3:00 PM
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Feature Extraction
- Dr
Sergei Gleyzer
(University of Florida (US))
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3:45 PM
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TMVA tutorial
-
Helge Voss
(Max-Planck-Gesellschaft (DE)) Dr
Sergei Gleyzer
(University of Florida (US))
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7:00 PM
|
--- Reception ---
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|
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1:00 PM
|
--- Lunch Break ---
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2:00 PM
|
Symposium
-
Jean-Roch Vlimant
(California Institute of Technology (US))
(until 2:45 PM)
(222/R-001)
|
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2:00 PM
|
Better Cities through Imaging
-
Gregory Dobler
(NYU CUSP)
|
|
2:45 PM
|
--- Coffee Break ---
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3:00 PM
|
Tutorials II: Matrix Element Method (MEM)
-
Vladimir Gligorov
(CERN)
(until 6:10 PM)
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3:00 PM
|
Introduction
-
Kyle Stuart Cranmer
(New York University (US))
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3:01 PM
|
Cross Disciplinary Discussion
|
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3:20 PM
|
MadWeight Tutorial
-
Olivier Pierre C Mattelaer
(IPPP Durham)
|
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4:20 PM
|
--- Break ---
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4:40 PM
|
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))
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5:30 PM
|
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)
|
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1:00 PM
|
--- Lunch Break ---
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2:00 PM
|
Symposium
-
Jean-Roch Vlimant
(California Institute of Technology (US))
(until 2:45 PM)
|
|
2:00 PM
|
Scalable Gaussian Processes and the search for exoplanets
-
Daniel ForemanMackey
(University of Washington)
|
|
2:45 PM
|
--- Coffee Break ---
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3:00 PM
|
Tutorial III: Deep Learning
-
Andrew Lowe
(Hungarian Academy of Sciences (HU))
(until 6:00 PM)
|
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3:00 PM
|
Deep Learning Tutorial
-
Peter Sadowski
(University of California Irvine)
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7:00 PM
|
--- Buffet & Cocktail ---
|
|
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1:00 PM
|
--- Lunch Break ---
|
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2:00 PM
|
Symposium
-
Jean-Roch Vlimant
(California Institute of Technology (US))
(until 2:45 PM)
|
|
2:00 PM
|
High-dimensional model estimation and model selection
-
Christian Mueller
(Simons Foundation)
|
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2:45 PM
|
--- Coffee Break ---
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3:00 PM
|
Thursday Afternoon Session
-
Maurizio Pierini
(CERN)
(until 6:45 PM)
|
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3:00 PM
|
An introduction to machine learning with Scikit-Learn
- Dr
Gilles Louppe
(CERN)
|
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5:15 PM
|
TMVA R/Scikit-learn interface
- Dr
Sergei Gleyzer
(University of Florida (US))
|
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12:00 PM
|
Closing Remarks
-
Maria Spiropulu
(California Institute of Technology (US))
|
|
12:30 PM
|
--- Lunch Break ---
|
|
2:00 PM
|
Open Data & round table on data access
-
Jamie Shiers
(CERN)
(until 4:00 PM)
|
|
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
- Prof.
Victoria Stodden
(University of Illinois at Urbana-Champaign)
|
|
3:15 PM
|
Discussion
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