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Fast Machine Learning
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1 West (Fermi National Accelerator Laboratory)
1 West
Fermi National Accelerator Laboratory
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Description
We are pleased to announce a four-day event “Fast Machine Learning", which will be hosted at the Fermilab LPC from September 10 to 13. The first two days (Sept 10-11) are dedicated to a Blueprint Meeting of the Institute for Research and Innovation in Software (IRIS-HEP). The Blueprint meetings are used to inform the development and evolution of the IRIS-HEP strategic vision, including invited speakers from domain science (HEP and beyond), computer science and industry. The second two days (Sept 12-13) are more of an open “developer bootcamp” format with code tutorials and demonstrations.
Machine learning (ML) is rapidly becoming the major tool to analyze complex datasets over many different disciplines, including high-energy physics. Following the rapid rise of ML through deep learning algorithms, a re-investigation of processing technologies and strategies to accelerate deep learning and inference is well underway. This workshop is aimed at current and emerging methods and scientific applications for deep learning and inference acceleration, including ultrafast on-detector inference and real-time systems, acceleration as-a-service, hardware platforms, coprocessor technologies (CPU/GPU/TPU/FPGAs), distributed learning, and hyper-parameter optimization.
Format
Sept 10-11, IRIS-HEP blueprint meeting: open workshop and talks
Sept 12-13, developer bootcamp: tutorials, development, office hours
Organizing Committee
Phil Harris (MIT)
Burt Holzman (Fermilab)
Shih-Chieh Hsu (U. Washington)
Sergo Jindariani (Fermilab)
Maurizio Pierini (CERN)
Mark Neubauer (U. Illinois Urbana-Champaign)
Nhan Tran (Fermilab)
Local Organizing Committee
Gabriele Benelli (Brown U.)
Javier Duarte (Fermilab)
Lindsey Gray (Fermilab)
Mia Liu (Fermilab)
Kevin Pedro (Fermilab)
Alexx Perloff (CU Boulder)
Zhenbin Wu (U. Illinois Chicago)
LPC Event Committee
Gabriele Benelli (Brown U.) (Co-Chair)
Kevin Pedro (Fermilab) (Co-Chair)
Zhenbin Wu (UIC)
LPC Coordinators
Cecilia Gerber (UIC)
Sergo Jindariani (Fermilab)
Support
Support for this event is being provided by National Science Foundation Cooperative Agreement OAC-1836650 (IRIS-HEP, Institute for Research and Innovation in Software for High Energy Physics), Fermi National Accelerator Laboratory, the LHC Physics Center and Internet2.
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Participants
Aaron Saxton
Abdollah Mohammadi
Abhirami Harilal
Akanksha Ahuja
Akshay Srinivasan
Alejandro Ramírez Delgado
Alexander Himmel
Alexander Kish
Alexx Perloff
Aloke Kumar Das
Amandeep Kaur
Amartya Hatua
Andreas Moshovos
Andres F Alba Hernandez
Andres Felipe Quintero Parra
Andrew Putnam
Angel Rosado Trinidad
Anirudh Krovi
Antoni Aduszkiewicz
Antoni Shtipliyski
Antonio Boveia
Anushree Ghosh
Aron Soha
Arun Kumar
Benjamin Tovar
Brian Nord
Brian Schupbach
Brij Kishor Jashal
Bryan Caraway
Burt Holzman
Cadin Connor
Caleb James Smith
Chang-Seong Moon
Chao Jiang
Charles Roques-Carmes
Christian Herwig
Christian Poveda
Christina Wang
Christopher Madrid
Claire Savard
Daniel Noonan
David Miller
David Yu
Dayane Oliveira Goncalves
Debottam Bakshi Gupta
Duc Hoang
Duong Hai Nguyen
Dylan Sheldon Rankin
EJ Kreinar
Elvira Víctor Daniel
Emily Ann Smith
Emmanouil Vourliotis
FARAH FAHIM
Fukun Tang
Gabriel Perdue
Gabriele Benelli
Gage DeZoort
Geetanjali Chaudhary
Georgia Karagiorgi
Giuseppe Di Guglielmo
Gleb Lukicov
Gordon Watts
Grant Nikseresht
Hang Su
Haoran Zhao
Henry Fredrick Schreiner
Hichem Bouchamaoui
Hok-Chuen "Tom" Cheng
Hokyeong Nam
Huilin Qu
Ilija Vukotic
Irene Dutta
Isobel Ojalvo
Jahred Adelman
James Dolen
James Joseph Buchanan
Jamie Sunderland
Jan Offermann
Jason St. John
Jason Vidmar
Javier Mauricio Duarte
Jean-Roch Vlimant
Jeffrey Krupa
Jennifer Hobbs
Jennifer Ngadiuba
Jia Fu Low
Jiajing Mao
Jieun Hong
Jieun Yoo
John Charles Hakala
Jongho Lee
Josh Isaacson
Joshua Agar
Joshua Zhao
Ka Hei Martin Kwok
Kai Yi
Kalin Ovtcharov
Karl Warburton
Karri Folan Di Petrillo
Katsuya Yonehara
Kevin Kai Hong Sung
Kevin Pedro
Kiyomi Seiya
Kyle Hazelwood
Lin Yao
Lorena Lobato
Luca Federici
Luciano Manhaes De Andrade Filho
Luciano Ristori
Lukas On Arnold
Manuel Blanco Valentin
Marguerite Belt Tonjes
Maria Acosta Flechas
Maria Mazza
Maria Roberta Devesa
Mariam Kiran
Marian Zvada
Mariarosaria D'Alfonso
Mark Neubauer
Markus Julian Atkinson
Marvin Ascencio Sosa
Mateus Faria
Matteo Cremonesi
Maurizio Pierini
Maxwell Herrmann
Meghna Bhattacharya
Miaoyuan Liu
Michael Stec
Michelle Ibrahim
Mohd Meraj Hussain
Nabin Poudyal
Naif Tarafdar
Nathaniel Odell
Nhan Tran
Nick Smith
Oliver Gutsche
Oliver Knodel
Orgho Neogi
Pantelis Kontaxakis
Paolo Calafiura
Pengfei Ding
Peter Elmer
Philip Coleman Harris
Pradeep Jasal
Pratyush Das
Reddy Pratap Gandrajula
Rishabh Uniyal
Robert William Gardner Jr
Rui An
Ryan Murphy
Ryan Rivera
Sadia Khalil
Sakyasingha Dasgupta
Sandeep Kaur
Sang Eon Park
Saptaparna Bhattacharya
Savannah Jennifer Thais
Scott Hauck
Sean Condon
Seda Memik
Sergo Jindariani
Shamik Ghosh
Sharad Agarwal
Sheena Nanampattu Mohammed Noorudhin
Shih-Chieh Hsu
Siddhartha Joshi
Sioni Paris Summers
Sitong An
Skipper Kagamaster
Sophie Middleton
Stefan E. Mueller
Stefano Vergani
Sven Dildick
Sze Ching Fung
Tanvi Wamorkar
Ted Way
Thamires Bengaly Pereira
Tiago Quirino
Tom Lou
Tongguang Cheng
Tri Nguyen
Tyler Burch
Usama Hussain
Victor Araujo Ferraz
Vidas Raudonis
Vladimir Loncar
Walter Hopkins
william pellico
Yeon-jae Jwa
Yeongdeok Seo
yingjie zhou
Yingyi Luo
Zhenbin Wu
Zhuyun Xiao
Ziheng Chen
