IML Machine Learning Working Group: open topic

Contribution List

6. EP-IT data science seminar: Soumith Chintala (Facebook): Automatic Differentiation and Deep Learning PLEASE JOIN THIS SESSION THROUGH WEBCAST FROM THE SEMINAR PAGE

26/01/2018, 14:00

Seminar

https://indico.cern.ch/event/689421/

Statistical learning has been getting more and more interest from the particle-physics community in recent times, with neural networks and gradient-based optimization being a focus.

In this talk we shall discuss three things:

• automatic differention tools: tools to quickly build DAGs of computation that are fully differentiable. We shall focus on one...

1. News and group updates

Lorenzo Moneta (CERN), Markus Stoye (CERN), Michele Floris (CERN), Paul Seyfert (CERN), Steven Randolph Schramm (Universite de Geneve (CH))

26/01/2018, 15:00

Regular IML meeting

2. ROC's, AUC's and alternatives in HEP and other domains

Andrea Valassi (CERN)

26/01/2018, 15:10

Regular IML meeting

3. Riemann-Theta Boltzmann Machine

Daniel Krefl (CERN), Daniel Krefl (Unknown), Stefano Carrazza (CERN)

26/01/2018, 15:40

Regular IML meeting

https://arxiv.org/abs/1712.07581

4. Conference report: NIPS

Savannah Jennifer Thais (Yale University (US))

26/01/2018, 16:00

Regular IML meeting

7. Spes Spirae

Lars Varming Joergensen (CERN)

26/01/2018, 16:20

Regular IML meeting

8. Minutes

26/01/2018, 16:40

Regular IML meeting

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