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Present: Lindsey, Josh, Jean-Roch, Steve, Jim, Aris, Stephan, Paolo
Hot items:
Conference contributions:
Steve will present @ Connecting the Dots/Intelligent Detector - LAL Mar 6-9 https://ctdwit2017.lal.in2p3.fr/
Abstract: submitted
We will try to participate to trackML RAMP. Lots of details @ https://indico.cern.ch/event/607400/ (access code 31415)
David R is putting together a starter kit (track generator, fitter)
There is also a call for help in these areas
Different starter kits
Scoring function (big thing)
Estimation of required training/testing statistics
Bits and pieces
ICLR Feb 17 arkiv 2-3 pages. Mayur working on it,
Confirmed talk @ IML workshop @ CERN Mar 20-22. Must nominate speaker https://indico.cern.ch/event/595059/overview
ACAT Seattle Aug 21: https://indico.cern.ch/event/567550/
Submission deadline?
Maria: potential collaboration with google-cloud
Paolo → discuss Ramp participation with David R.
Done: other folks working on starting kit, we should participate to the Ramp
Computing platform:
CalTech GPU servers. Jean-Roch contact person if you need access. Contact JR on skype
Add Aris to NERSC repository
Mayur → share his ICLR abstract with group.
No news
Aris started working on dropout layer to measure uncertainty as suggested by Dustin/Stephan. Still trying to get it work.
Josh: also possible to use likelihood based loss-function where you add central-value and residual. Cfd Josh talk . Will present next week.
Mayur needs a reference solution to compare to his LSTM “filter”. Attempts to use pyKalman, using EM to learn the dynamics of the tracks have been frustrating. Paolo trying to write out Acts::KF prediction alongside simulated hits.