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NIPS 2015 Workshops

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8:30am

Introduction to the 'Flavours of Physics' challenge. Andrey Ustyuzhanin (Yandex) 515 bc, ALEPH

9:00am

Data Science Competition Platforms. Ben Hamner (Kaggle) 515 bc, ALEPH

9:20am

Data Science at LHCb. Tim Head (EPFL) 515 bc, ALEPH

10:20am

Flavours of Physics challenge: 4th place solution. Michal Wojcik (Avast) 515 bc, ALEPH

10:30am

Flavours of Physics challenge: 3d place solution. Josef Slavicek 515 bc, ALEPH

10:40am

Flavours of Physics challenge: 2nd place solution. Alexander Gramolin (Budker Inst. of Nuclear Physics) 515 bc, ALEPH

10:50am

Flavours of Physics challenge: 1st place solution. Alexander Guschin/Vlad Mironov 515 bc, ALEPH

11:00am

Physics Prize Awards Announcement. Marcin Chrzaszcz (Universitaet Zuerich) 515 bc, ALEPH

11:10am

Open ML problems in High Energy Physics. Daniel Whiteson (UC Irvine) 515 bc, ALEPH

11:50am

Pitfalls of evaluating a classifier's performance in high energy physics applications. Tim Head (EPFL) 515 bc, ALEPH

12:05pm

Flavours of Physics: Identifying Tau to Three Muon Decay Events at the LHCb Using a Combination of Hand-Crafted and Automatic Feature Engineering and Ensemble Algorithms. Rishab Gargeya Arjun Subramaniam 515 bc, ALEPH

2:00pm

Parametrizing classifiers. Balazs Kegl (Linear Accelerator Lab.) 515 bc, ALEPH

2:40pm

Deep Learning RNNaissance. Jurgen Schmidhuber 515 bc, ALEPH

3:30pm

Jet Images: Deep Learning Edition. Luke Percival De Oliveira (SLAC National Accelerator Lab.) 515 bc, ALEPH

3:45pm

Output Correction in HEP using DPGMM. Adil Omari 515 bc, ALEPH

4:30pm

An alternative to ABC for likelihood-free inference. Kyle Stuart Cranmer (NYU) 515 bc, ALEPH

5:10pm

Artificial Physicists. J Michael Williams (MIT) 515 bc, ALEPH

5:50pm

Panel discussion on collaborative research between HEP & ML. Andrey Ustyuzhanin (Yandex) 515 bc, ALEPH