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ML4Jets



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Lawrence Berkeley National Laboratory, December 11-13, 2017

welcome to

https://indico.physics.lbl.gov/indico/event/546/



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2Scope and Goals

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first review!

A. Larkoski et al., 1709.04464

today

(D)ML4Jets a very active field of research!

https://indico.physics.lbl.gov/indico/event/546/



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3Scope and Goals

(D)ML4Jets a very active field of research!

Related topics have been covered in various workshops and conferences

(BOOST, CTD, IML, NIPS, DS@HEP…)

Our goal is to bring together this community for a dedicated workshop as there is a significant interplay

between physics and machine learning.

To a large extent, we are also driving the development and application of modern machine

learning tools in high energy physics



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4Workshop Format

5 sessions with contributed talks - one today, three tomorrow, and one on Wednesday morning.

Each session starts with an introduction/

overview talk

In addition, we have intro talks this morning from theory/ATLAS/CMS and two other sessions (see agenda).



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5Practical Information

- If you are a speaker and can’t upload your slides, please email them to the organizers

- Tour on Wednesday afternoon

- Lunch

- - Breakout rooms - (54-130B; 2-200F

[Tues/Wed])

Machine Learing for Jet Physics Directions for December 11-13, 2017 Building 2 – Room 100B Lawrence Berkeley National Laboratory One Cyclotron Road, Berkeley, CA 94720

!For!urgent!assistance,!please!contact!Troy!Cortez!|!(direct)!510<486<5853!|!(cell)!510<672<4016!!

1. Take shuttle from Downtown Berkeley Shattuck stop. 2. Inform driver you are getting of at the 50 Auditorium stop 3. Follow directional signs for Machine Learning for Jet Physics Workshop. 4. Event location is bldg. 2 room 100B

Shuttle!Stop!for!Event!!Bldg.!50!Auditorium!Stop!

Event!Location!Bldg.!2<100B!

Shuttle!Stop!for!Event!Bldg.!50!Auditorium!



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6Workshop Dinner

Great China Restaurant tonight at 6:00 PM

$40/person - please pay us when you can!



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7

Enjoy the workshop!

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