Name: HEPML workshop at NIPS14
Start: 2014-12-13T08:30:00+01:00
End: 2014-12-13T18:30:00+01:00
Location: Palais des Congrès de Montréal

HEPML workshop at NIPS14

samedi 13 décembre 2014 - 08:30

lundi 8 décembre 2014
mardi 9 décembre 2014
mercredi 10 décembre 2014
jeudi 11 décembre 2014
vendredi 12 décembre 2014
samedi 13 décembre 2014
08:30
08:30 - 10:00
Room: Level 5, room 511 c
Contributions

08:30 Welcome - Balázs Kégl (LAL)

08:45 HEP&ML and the HiggsML challenge - Balázs Kégl (LAL)

09:20 Embedding ML in Classical Statistical tests used in HEP (invited talk) - Kyle Cranmer (New York University)
10:00

10:00 - 10:30
Room: Level 5, room 511 c
10:30
10:30 - 12:10
Room: Level 5, room 511 c
Contributions

10:30 Presentation of the winner of the HiggsML challenge - Gábor Melis

10:50 Presentation of the runner up of the HiggsML challenge - Tim Salimans

11:10 Presentation of the winner of the HEP meets ML prize - Tianqi Chen

11:30 Real time data analysis at the LHC : present and future - Vava Gligorov
15:00
15:00 - 16:30
Room: Level 5, room 511 c
Contributions

15:00 Machine Learning for Ultra-High-Energy Physics (invited talk) - Daniel Whiteson

15:40 Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge - Lester Mackey

16:00 Consistent optimization of AMS by logistic loss minimization - Wojciech Kotlowski
16:30

16:30 - 17:00
Room: Level 5, room 511 c
17:00
17:00 - 18:30
Room: Level 5, room 511 c
Contributions

17:00 Ensemble of maximied Weighted AUC models for the maximization of the median discovery significance - Roberto Diaz Morales (University Carlos III de Madrid)

17:20 Deep Learning In High-Energy Physics (invited talk) - Pierre Baldi

18:00 Panel discussion

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