IML Machine Learning Working Group Meeting - Tools
Monday 24 October 2016 -
15:00
Monday 24 October 2016
15:00
News and group updates
-
Michele Floris
(
CERN
)
Steven Randolph Schramm
(
Universite de Geneve (CH)
)
Paul Seyfert
(
Universita & INFN, Milano-Bicocca (IT)
)
Lorenzo Moneta
(
CERN
)
Sergei Gleyzer
(
University of Florida (US)
)
News and group updates
Michele Floris
(
CERN
)
Steven Randolph Schramm
(
Universite de Geneve (CH)
)
Paul Seyfert
(
Universita & INFN, Milano-Bicocca (IT)
)
Lorenzo Moneta
(
CERN
)
Sergei Gleyzer
(
University of Florida (US)
)
15:00 - 15:15
Room: 222/R-001
15:15
New Machine-Learning Libraries in CVMFS
-
Pere Mato Vila
(
CERN
)
New Machine-Learning Libraries in CVMFS
Pere Mato Vila
(
CERN
)
15:15 - 15:25
Room: 222/R-001
15:25
Cross-Validation and Hyperparameter Tuning in TMVA/SparkMVA
-
Georgios Douzas
Thomas James Stevenson
(
University of London (GB)
)
Cross-Validation and Hyperparameter Tuning in TMVA/SparkMVA
Georgios Douzas
Thomas James Stevenson
(
University of London (GB)
)
15:25 - 15:45
Room: 222/R-001
15:45
Standalone Deep Learning Library in C++
-
Daniel Hay Guest
(
University of California Irvine (US)
)
Standalone Deep Learning Library in C++
Daniel Hay Guest
(
University of California Irvine (US)
)
15:45 - 16:00
Room: 222/R-001
16:00
SUSY-AI: Generalizing LHC limits on Supersymmetry with Machine Learning
-
Jong Soo Kim
Roberto Ruiz De Austri
(
IFIC
)
Sascha Caron
(
Nikhef National institute for subatomic physics (NL)
)
Krzysztof Rolbiecki
(
University of Warsaw
)
bob stienen
SUSY-AI: Generalizing LHC limits on Supersymmetry with Machine Learning
Jong Soo Kim
Roberto Ruiz De Austri
(
IFIC
)
Sascha Caron
(
Nikhef National institute for subatomic physics (NL)
)
Krzysztof Rolbiecki
(
University of Warsaw
)
bob stienen
16:00 - 16:20
Room: 222/R-001
16:20
Distributed Deep Learning on Apache Spark with Keras
-
Joeri Hermans
(
Maastricht University (NL)
)
Distributed Deep Learning on Apache Spark with Keras
Joeri Hermans
(
Maastricht University (NL)
)
16:20 - 16:35
Room: 222/R-001
16:35
Regression Loss Functions
-
Andrew Mathew Carnes
(
University of Florida (US)
)
Regression Loss Functions
Andrew Mathew Carnes
(
University of Florida (US)
)
16:35 - 16:45
Room: 222/R-001
16:45
TMVA Parallelization
-
Lorenzo Moneta
(
CERN
)
Sergei Gleyzer
(
University of Florida (US)
)
Omar Andres Zapata Mesa
(
University of Antioquia & Metropolitan Institute of Technology
)
TMVA Parallelization
Lorenzo Moneta
(
CERN
)
Sergei Gleyzer
(
University of Florida (US)
)
Omar Andres Zapata Mesa
(
University of Antioquia & Metropolitan Institute of Technology
)
16:45 - 17:00
Room: 222/R-001
17:00
Minutes
Minutes
17:00 - 17:01
Room: 222/R-001