Fast Machine Learning for Science Workshop

America/Chicago
Southern Methodist University

Southern Methodist University

Allison Mccarn Deiana (Southern Methodist University (US))
Description

We are pleased to announce a four-day event "Fast Machine Learning for Science”, which will be hosted virtually by Southern Methodist University from November 30 to December 3. The first three days (Nov 30 - Dec 2) will be workshop-style with invited and contributed talks.  The last day will be dedicated to technical demonstrations and coding tutorials.

As advances in experimental methods create growing datasets and higher resolution and more complex measurements, machine learning (ML) is rapidly becoming the major tool to analyze complex datasets over many different disciplines.  Following the rapid rise of ML through deep learning algorithms, the investigation of processing technologies and strategies to accelerate deep learning and inference is well underway.  We envision this will enable a revolution in experimental design and data processing as a part of the scientific method to greatly accelerate discovery. This workshop is aimed at current and emerging methods and scientific applications for deep learning and inference acceleration, including novel methods of efficient ML algorithm design, ultrafast on-detector inference and real-time systems, acceleration as-a-service, hardware platforms, coprocessor technologies, distributed learning, and hyper-parameter optimization.

Abstract submission deadline: October 30, 2020 3:59PM CDT

Official Poster for Fast Machine Learning for Science Workshop

Organizing Committee:
Allison Deiana (Southern Methodist University)
Rohin Narayan (Southern Methodist University)
Thomas Coan (Southern Methodist University)
Elizabeth Fielding (Southern Methodist University)

Scientific Committee:
Javier Duarte (UCSD)
Phil Harris (MIT)
Burt Holzman (Fermilab)
Scott Hauck (U. Washington)
Shih-Chieh Hsu (U. Washington)
Sergo Jindariani (Fermilab)
Mia Liu (Purdue University)
Allison McCarn Deiana (Southern Methodist University)
Mark Neubauer (U. Illinois Urbana-Champaign)
Maurizio Pierini (CERN)
Nhan Tran (Fermilab)

Registration
Fast Machine Learning for Science Workshop
Participants
  • A J Meir
  • Aaron Bundock
  • Abdul Khan
  • Abinash Medhi
  • Achyut Khanal
  • Adrian Alan Pol
  • Aidar Ilyasov
  • Alan Taylor
  • ALBERT ROSSI
  • Alec Gunny
  • Alex Gekow
  • Alex Gekow
  • Alex Kish
  • Alex Preston
  • Alexander Chkodrov
  • Alexander Josef Grohsjean
  • Alexandre Sousa
  • Alexandros Trasias
  • Alexey Grobov
  • Alexia Natsi
  • Alexis Delgado
  • Alexx Perloff
  • Aliaa Seleem
  • Alibek Kaliyev
  • Alice Campani
  • Allen Ansari
  • Allison Deiana
  • Alpana Alpana
  • Amir Gholami
  • Amy Tee
  • Anatoliy Martynyuk
  • andre c
  • Andre Sznajder
  • Andreas Augoustis
  • Andrej Lozar
  • Andrej Seljak
  • Andres Felipe Quintero Parra
  • Andres Meza
  • Andres Ramirez Morales
  • Andrew Edmonds
  • Andrew Mejia
  • Andrew Mogan
  • Andrew Reis
  • Andrew Zheng
  • Anil Sonay
  • Ankit Rai
  • Anna Landa
  • Anne-Sophie Berthold
  • Anthony Tanaydin
  • Antonio Giannini
  • Antonio Gioiosa
  • Antonio Gomez
  • Anup Kumar Sikdar
  • Anuruddha Bhattacharjee
  • Arno Straessner
  • ARTUR KALINOWSKI
  • Artur Lobanov
  • Artur Trofymov
  • Ashish Sharma
  • Ashwin Samudre
  • Atanu Maulik
  • Atar Singh Kushwah
  • Athanasios Mattas
  • Athanasios Michailoudis
  • Awais Bin Zahid
  • Ayesh Madushanka Mahamada Kalapuwage
  • Babak Abi
  • Babar Khan
  • BALASUBRAMANIAM DAKSHINAMOORTHI
  • Bartłomiej Borzyszkowski
  • Belina von Krosigk
  • Benedikt Wach
  • Benjamin Hawks
  • Bertrand Echenard
  • Bin Huang
  • biruk seyoum
  • Blaž Leban
  • Brett Mayes
  • Bryan Foo
  • Burt Holzman
  • Caitlin Endler
  • Carla Reyes
  • Carlos Chavez Barajas
  • Carsten Hensel
  • Caterina Aruta
  • Caterina Doglioni
  • Cecilia Tosciri
  • Chaitanya Paikara
  • Chang-Seong Moon
  • changhyun yoo
  • Charalampos Tsafaridis
  • Chatura Kuruppu
  • CHEUK-PING WONG
  • Chris Hayward
  • Chris Walerczyk
  • Christian Herwig
  • Christina McConville
  • Christof Sauer
  • Christopher Hilgenberg
  • Claire Antel
  • Claire Savard
  • Clara Cala Franco
  • Cristina Ana Mantilla Suarez
  • DAFNI GIANNAKERI
  • Dana Douqa
  • Daniel Guerrero
  • Daniel Joseph Antrim
  • Daniel Reynolds
  • Daniele Bonacorsi
  • Danny Noonan
  • Darren Price
  • David Miller
  • David Neuffer
  • David Rodriguez
  • David Rousseau
  • David Yu
  • Debajyoti Sengupta
  • Dedeepya Chinnam
  • Deep Chatterjee
  • Dejan Golubovic
  • Dennis Schaart
  • Dhanush Anil Hangal
  • Dhiraj Kalita
  • Diana Kafkes
  • Diana Patricia Mendez
  • Diego Figueiredo
  • Diego Stalder
  • DIMITRA BALLA
  • Dimitri Bourilkov
  • Dimitris Proios
  • Dinesh Bhatia
  • Dinyar Rabady
  • DIogo Guerra
  • Dirk Krucker
  • Dmitri Strukov
  • Dmitry Litvintsev
  • Domenico Giordano
  • Don Athula Wickremasinghe
  • Dr T V RAJINI KANTH
  • Dritan Kodra
  • Duc Hoang
  • Durdana Balakishiyeva
  • Dustin Bracy
  • Dustin Werran
  • Dylan Sheldon Rankin
  • Ebony Postell
  • Edith Karina Aquino Cantero
  • Edoardo Gorini
  • Efe Yazgan
  • Egidijus Kukstas
  • Eleftheria-Pigi Miliou
  • Eleni Christidou
  • Elham E Khoda
  • Eliana Gianfelice
  • Elijah Cruda
  • Elizabeth Berzin
  • Elizabeth Sexton-Kennedy
  • Elliot Parrish
  • Elvira Rossi
  • Ema Puljak
  • Emanuele Usai
  • Emily Filmer
  • Emmanouil Vourliotis
  • Eric Church
  • Eric Godat
  • Eric Guzman
  • Erik Katsavounidis
  • Esra Barlas-Yucel
  • Ethan Marx
  • Evan Paul Mladina
  • Evangelos Kourlitis
  • Evgenia Vogiatzi
  • Fanyi Zhao
  • Farah Fahim
  • Farouk Mokhtar
  • Farzad Shahabi
  • Federica Cuna
  • Ferdinand Schenck
  • Fernando Carrio Argos
  • Filitsa Kougioumtzoglou
  • Finn Jonathan Labe
  • Florian Bury
  • FNU Vinsensius
  • Francesca Del Corso
  • Francesco Cirotto
  • Francesco Conventi
  • Francesco Fiori
  • Francis Ho
  • Francisco Javier Perez Gomez
  • Fred Olness
  • Gabriel Santucci
  • Gabriele Benelli
  • Gabriele Sirri
  • Gage DeZoort
  • Garyfallia Paspalaki
  • Geoff Hassall
  • Georgios Karathanasis
  • Georgios-Fotios Angelis
  • Giacomo Boldrini
  • Giacomo Scanavini
  • Gianantonio Pezzullo
  • Giles Chatham Strong
  • Gino Marceca
  • Giorgos Symeonidis
  • Giovanni Franzoni
  • Giuseppe Di Guglielmo
  • GKOURAM MIRZAEV
  • Goutham Makkena
  • Gregor Kasieczka
  • Gregori Rigakis
  • Guillaume Quétant
  • Hamza Javed
  • Hannah Mejia
  • Hanno Meyer zu Theenhausen
  • Haosen Tan
  • Harsh Purwar
  • Hasan Mohamed
  • Heather Gray
  • Helenka Casler
  • Heng-Ye Liao
  • Heraclitos Lefcochilos-Fogelquist
  • Hernan Andres Morales Navarrete
  • Hichem Bouchamaoui
  • Hollie Gardner
  • Horacio Crotte Ledesma
  • Huilin Qu
  • Iacopo Longarini
  • Idowu Itiola
  • Ilaria Risso
  • Ioanna Elissavet Chatziioannou
  • Ioanna Papavergou
  • Ishwar Singh
  • Ishwar Singh
  • Israel Kurtz
  • J-C Chiao
  • Jacopo Pazzini
  • Jaggar Henzerling
  • Jaiden Parlone
  • James Kahn
  • Jamie Dyer
  • Jan Tuzlic Offermann
  • Jannicke Pearkes
  • Jasmine Liu
  • Javier Mauricio Duarte
  • Jayalakshmi Jain
  • Jaydip Singh
  • Jaymie Ruddock
  • Jean-Roch Vlimant
  • Jeffrey Krupa
  • Jennifer Ngadiuba
  • Jeremy Hewes
  • Jessica Esquivel
  • Jianhui Wang
  • Jiapeng Liu
  • Jie Xiao
  • Jieun Hong
  • Jing-Ge Shiu
  • Jinwoo Kim
  • Jiwoong Kim
  • Joakim Olsson
  • Johann Christoph Voigt
  • Johannes Haller
  • john emmett
  • John Partee
  • Jonathan Eisch
  • Jonathan Lindbloom
  • Jordan McElwee
  • Jorge Mendez
  • Josh McFayden
  • Joshua Agar
  • Joshua Mills
  • Joshua Qualls
  • Joshua Yao-Yu Lin
  • Jovan Mitrevski
  • Joy Shi
  • Joydeep Chatterjee
  • João Victor Da Fonseca Pinto
  • Juan Cepeda
  • Julia Layne
  • Julia Lynne Gonski
  • Julia Vazquez
  • Julian Höfer
  • Junghwan Goh
  • Justin Selig
  • Jyothisraj Johnson
  • Kalliopi Spanidou
  • Kanik Palodhi
  • Kapil Sareen
  • Karl Warburton
  • Kate Scholberg
  • Katharina Dort
  • Katie Mason
  • Katya Govorkova
  • Keegan Harrig
  • Kenneth Yamamoto
  • Kevin Adkins
  • Kevin Pedro
  • Khawla Jaffel
  • Kin Ho Lo
  • Konstantinos Foutzopoulos
  • Kris Ghimire
  • Kristin Marie Dona
  • Kristina Jaruskova
  • Kyle Hazelwood
  • Kyle Kolodziej
  • Kyun Woo Hong
  • Laura Lazarescou
  • Lauri Laatu
  • Lea Di Noto
  • Lei Zhang
  • Leonardo Cristella
  • Leonid Didukh
  • Liiana Teodsorescu
  • Liz Kneale
  • Lorenzo Moneta
  • Louis-Guillaume Gagnon
  • Louise Skinnari
  • Luana Parsons Franca
  • Luca Giommi
  • Luca Lavezzo
  • Lucas Nascimento Machado
  • Luis Mora Lepin
  • Maha Bilal
  • Mahima Garg
  • Makoto Uchida
  • Malgorzata Makos
  • Manish Kumar
  • Manoj Pandey
  • Manolis Kargiantoulakis
  • Manuel Jesus Rodriguez Alonso
  • Marcela Garcia Hernandez
  • Marcin Paluch
  • Marcin Zielinski
  • Marco Lorusso
  • Marco Pagani
  • Maria Antonova
  • Maria Domenica Galati
  • Maria Kalafatidou
  • Maria Moreno Llacer
  • Maria Sevasti Georgiadou
  • Maria Silva
  • Mariano Dominguez
  • Marisilvia Donadelli
  • Mark Dimitsas
  • Mark Neubauer
  • Markus Diefenthaler
  • Markus Helbig
  • Markus Julian Atkinson
  • Marta Felcini
  • Martin Beyer
  • Martin Harrison
  • Masako Iwasaki
  • Matteo Cremonesi
  • Matteo Migliorini
  • Matteo Rossi
  • Matthew Bellis
  • Matthias Schroeder
  • Mauro Donega
  • Maximilian Graf
  • Meghna Bhattacharya
  • Mehdi Nikfar
  • Mel Schwan
  • Miaoyuan Liu
  • Michael Churchill
  • MICHAEL MILES
  • Michael Zhao
  • Michaela Blott
  • Michele Faucci Giannelli
  • Michelle Ntampaka
  • Min Liu
  • Ming-Feng Ho
  • Ming-Feng Tu
  • MING-HSING CHIU
  • Mingshi Ji
  • Mohamed Elashri
  • Mohammed Mahmoud Mohammed
  • Moises Garcia
  • Monireh Kabirnezhad
  • Morgan Chen
  • Muge Karagoz
  • Mukharbek Organokov
  • Munira Khan
  • Mykola Khandoga
  • N Sushree Ipsita
  • Nabin Poudyal
  • Nabin Poudyal
  • Nadezda Chernyavskaya
  • Naif Tarafdar
  • Nam Tran
  • Nanxi Yao
  • Narcisa Guran
  • Nello Bruscino
  • Nemer Chiedde
  • Nhan Tran
  • Nicholas Kinnaird
  • Nicholas Luongo
  • Nick Fritzsche
  • Nick Manganelli
  • Nicola Fulvio Calabria
  • Nikolaos Rompotis
  • Nikolaos Sarmadakis
  • Nikolas Cruz Camacho
  • Nilotpal Kakati
  • Nisha Kurkure
  • Noah Paladino
  • Oksu Seon
  • Oleg Filatov
  • Olga Taran
  • Olivia Weng
  • omri avrahami
  • P White
  • Panagiotis Lingos
  • Panagiotis Papadopoulos
  • Panos Stamoulis
  • Pantelis Kontaxakis
  • Paolo Calafiura
  • Paraskevas Deligiannis
  • Patricia Rebello Teles
  • Paul Feichtinger
  • Paul Hientz
  • Pavani Palla
  • Pawel Klimek
  • Peilong Wang
  • Peter Moore
  • Petya Vasileva
  • Philip Coleman Harris
  • Pietro Vischia
  • Pooja Maurya
  • Prabhjot Singh
  • Prachi Sharma
  • Predrag Milenovic
  • Preeti Rajpoot
  • Priyanka Asnani
  • Quoc Trung Ho
  • Raghav Kansal
  • Rahmat Rahmat
  • RAJEEV KUMAR
  • Rajesh Tamang
  • Rama Prasad Adak
  • Reza Monadi
  • Ricardo Rocha
  • Ricardo Vilalta
  • Richard Guarino
  • Richard Weiss
  • RIkel Djoko
  • Rishabh Uniyal
  • Robert John Bainbridge
  • Robert Kalescky
  • Robert Kralik
  • Robert Ortega
  • Roger Proksch
  • Rohin Thampilali Narayan
  • Roman Kogler
  • Roya Jafari
  • Rui Shi
  • Rui Zhang
  • Rupamoy Bhattacharyya
  • Ryan Allen Rivera
  • Ryan Forelli
  • Ryan Hooper
  • Sachinthya Wagaarachchi
  • Sadisha Nanayakkara
  • Saichand Varanasi
  • Salvatore Danzeca
  • Sam Foreman
  • Sam Jenkins
  • Sandeep Garg
  • Sang Eon Park
  • SangEun Lee
  • Sanmay Ganguly
  • Santosh Parajuli
  • Sara Morales Vigo
  • Savannah Jennifer Thais
  • Scarlet Rachel Norberg
  • Scott Hauck
  • Scott Perkins
  • Sean Hughes
  • Sebastiano Raiz
  • Seema Sharma
  • Sehoon Kim
  • Selina Dhinsey
  • Semen Lebedev
  • Sergey Furletov
  • Sergio Di Domizio
  • Sergio Garza
  • Sergo Jindariani
  • Seyedramin Rasoulinezhad
  • Sheila Silva Do Amaral
  • Shih-Chieh Hsu
  • Shih-Kai Lin
  • Shihua Huang
  • Shreya Saha
  • Shuaiyan Kang
  • Shubhangi Krishan Maurya
  • Shukui Zhang
  • Sid Swarupananda
  • Silvia Auricchio
  • Sioni Paris Summers
  • Sitong An
  • Sofia Murillo Sanchez
  • Soniya Samani
  • Sotirios Tsongas
  • Soufiane Zerradi
  • Sougata Sen
  • Srishti Nagu
  • Stanislava Sevova
  • Starr Corbin
  • Stella Wermuth
  • Stephanie Majewski
  • Stephen Arrowsmith
  • Stephen Robertson
  • Steven Walton
  • Sudeshna Ganguly
  • Sudha Ahuja
  • sungwon KIM
  • suravinda Kospalage
  • Tao WU
  • Thabang Lebese
  • Thea Aarrestad
  • THEODOROS MANOUSIS
  • Thomas Calvet
  • Thomas Coan
  • Thomas Klijnsma
  • Thomas Kutter
  • Thomas Primidis
  • Thotho Mabiku
  • Tianqiao Zhao
  • Tim Greenshaw
  • Tobi Delbruck
  • Tobias Golling
  • Tobias Welti
  • Tom Cheng
  • Tomasz Wachala
  • Tomislav Seva
  • Tommaso Diotalevi
  • Tomás Müller
  • Torben Ferber
  • Trung-HIeu Tran
  • Truong Nguyen
  • Umberto Tamponi
  • Valentina Cicero
  • valerio pascucci
  • Vesal Razavimaleki
  • Victor Goicoechea
  • VINCENT TOGO
  • Vincenzo Cacchio
  • Vishal Bhardwaj
  • Vladimir Loncar
  • Vladimir Ovechkin
  • Vladyslav Danilov
  • Wei Mu
  • Wei Tong
  • Wesley Ketchum
  • William Hinton
  • William Tang
  • Winnie Houng
  • Xiangwen Shang
  • Xiaohu Sun
  • Xin Zheng
  • Xinyu Liu
  • Xinyun Lu
  • Xuan Li
  • Xueyuan Li
  • YALING LIU
  • Yanxiao Han
  • Yavar Taheri Yeganeh
  • Yeon-Jae Jwa
  • Yihui Lai
  • Yongbin Feng
  • Yoshinari Hayato
  • You Lin
  • Yuan-Ru Lin
  • Yulia Furletova
  • Yunlong Fan
  • Yuying Guo
  • Yıldıray Kömürcü
  • Zachariah Hadel
  • Zachary Ho
  • Zachary Shelton
  • Zhen Dong
  • Zhenbin Wu
  • Zhiqiang Que
  • Zhongbo Kang
  • Zuhal Seyma Demiroglu
  • Ömer Özak