DEEP-EST Tutorial – Machine Learning and Modular Supercomputing
HIPEAC Conference 2019, Valencia
Overview of German HPC Resources and Facilities – Helmholtz
Overview of German HPC Resources and Facilities – Helmholtz CIFAR – Helmholtz Association Workshop – Artificial Intelligence for Neuroscience Mars Discovery District, Toronto, Canada 2019-01-16 [ Slides ~15.61 MB (pdf) ] [ Event ] Thanks to @CIFAR_News organizers for a great AI for Neuroscience event last week & crafting ideas with A. Evans to connect to CBRAIN & talking about German High Performance Computing resources in @helmholtz_en @helmholtz_de @fzj_jsc @fz_juelich – slides: https://t.co/xCDitaxS71 pic.twitter.com/5NDH1Yq0ex — Morris Riedel (@MorrisRiedel) January 20, 2019
On Parallel and Scalable Machine and Deep Learning Research
On Parallel and Scalable Machine and Deep Learning Research CIFAR – Helmholtz Association Workshop – Artificial Intelligence for Neuroscience Mars Discovery District, Toronto, Canada 2019-01-15 [ Slides ~9.31 MB (pdf) ] [ Event ] Talk at @CIFAR_NEWS @helmholtz_de @helmholtz_en event AI for Neuroscience about my @uni_iceland @fzj_jsc @fz_juelich @DEEPprojects machine/deep learning research group results & neuroscience options; T. Dickscheid presents @HumanBrainProj research; slides: https://t.co/xCDitaxS71 pic.twitter.com/wvbEHBYQHq — Morris Riedel (@MorrisRiedel) January 18, 2019
Parallel and Scalable Machine and Deep Learning at JSC
Parallel and Scalable Machine and Deep Learning at JSC NCSA Affiliates Meeting International Supercomputing Conference 2018, Dallas, Texas, USA 2018-11-14 [ Slides ~4.76 MB (pdf) ] Thanks for discussions at the #SC18 NCSA @NCSAatIllinois affiliates meeting & invitation to talk about @DEEPprojects & ML/DL at JSC @fzj_jsc @fz_juelich & our international lab idea with University of Iceland @uni_iceland @uisens @Haskoli_Islands – slides: https://t.co/xCDitaxS71 pic.twitter.com/hAykWjDT1P — Morris Riedel (@MorrisRiedel) November 17, 2018
Big Data and Artificial Intelligence at FZJ and JSC
Big Data and Artificial Intelligence at FZJ and JSC Welcome Address Visit of Dr. Edmund Heller, State Secretary of North Rhine-Westphalia (NRW), Germany Juelich Supercomputing Centre, Forschungszentrum Juelich, Germany 2018-08-09 [ Web Page Dr. Edmund Heller ] [ Slides ~3.97 MB (pdf) ] NRW State Secretary @MAGS_NRW Dr. Heller at Forschungszentrum Juelich @fz_juelich @helmholtz_de & Prof. Eickhoff @INM7_ISN discussing Big Data, Artificial Intelligence & Modular Supercomputing driven by @DEEPprojects @Haskoli_Islands @fzj_jsc – slides at https://t.co/xCDitaxS71 pic.twitter.com/BCioC6IGrn — Morris Riedel (@MorrisRiedel) August 10, 2018
Supercomputing and Big Data Tutorial
Supercomputing and Big Data Tutorial: Parallel and Scalable Machine Learning Algorithms NextGen @ Helmholtz Conference 2018 GFZ German Research Centre for Geosciences, Potsdam, Germany 2018-07-26 [ Event ] Abstract The fast training of traditional machine learning models and more innovative deep learning networks from increasingly growing large quantities of scientific and engineering datasets (aka ‘Big Data‘) requires high performance computing (HPC) on modern supercomputers today. HPC technologies such as those developed within the European DEEP-EST project provide innovative approaches w.r.t. processing, memory, and modular supercomputing usage during training, testing, and validation processes. This workshop thus focus on parallel and scalable...
Supercomputing Impact in Big Data & Artificial Intelligence
Supercomputing Impact in Big Data and Artificial Intelligence Invited Keynote NextGen @ Helmholtz Conference 2018 GFZ Potsdam, Germany 2018-07-25 [ Event ] [ Slides ~9.8 MB (pdf) ] Thanks to @HelmholtzJrs for an invited keynote on 'Supercomputing Impact in Big Data & AI' including modular supercomputing driven by @DEEPprojects @fzj_jsc @fz_juelich & @Haskoli_Islands alongside @helmholtz_de president Prof. Otmar Wiestler at @GFZ_Potsdam #NextGenHelmholtz pic.twitter.com/0yUUS31z5e — Morris Riedel (@MorrisRiedel) July 25, 2018
Parallel Machine Learning and Deep Learning Driven by HPC
Parallel Machine Learning and Deep Learning Driven by HPC Invited Talk 4th International Summer School for Big Data and Machine Learning Organized by Competence Center for Scalable Data Services and Solutions (SCADS) and Berlin Big Data Center (BBBC) University of Leipzig, Germany 2018-07-03 [ Event ] [ Slides ~18.8 MB (pdf) ] Invited talk at the 4th Int. Summer School for Big Data & Machine Learning organized by @Sca_DS & @BerlinBDC about parallel machine learning & deep learning driven by hpc & modular supercomputing by @DEEPprojects, @fzj_jsc @fz_juelich & @Haskoli_Islands – https://t.co/xCDitaxS71 pic.twitter.com/iJiv96uctG — Morris Riedel (@MorrisRiedel) July 4, 2018
ISC2018 Tutorial on Machine Learning and Data Analytics
ISC2018 Tutorial on Machine Learning and Data Analytics Invited Tutorial Science, Technology, Engineering, and Mathematics (STEM) Student Day & Gala International Supercomputing Conference (ISC), Frankfurt, Germany 2018-06-27 [ Event ] [ ISC 2018 Tutorial on Machine Learning and Data Analytics – Slides ~15.4 MB (pdf) ] Thanks to the ISC 2018 @ISCHPC team for inviting me to give a HPC Machine Learning & Data Analytics tutorial at the STEM student day; nice discussions with students about modular supercomputing driven by @DEEPprojects, @fzj_jsc & @Haskoli_Islands; slides: https://t.co/xCDitaxS71 pic.twitter.com/pBQ1JXKPJU — Morris Riedel (@MorrisRiedel) June 29, 2018 Meeting many colleagues of our DEEP-EST...
DEEP-EST Tutorial: Introduction to Deep Learning
DEEP-EST Tutorial: Introduction to Deep Learning Tutorial under the umbrella of the DEEP-EST EU Project Juelich Supercomputing Centre, Germany 2018-06-06 – 2018-06-07 [ Event ] Materials [ Lecture 1 – Introduction to Deep Learning – Slides ~3.29 MB (pdf) ] [ Lecture 2 – Fundamentals of Convolutional Neural Networks (CNNs) – Slides ~3.81 MB (pdf) ] [ Lecture 3 – Deep Learning in Remote Sensing: Challenges – Slides ~8.11 MB (pdf) ] [ Lecture 4 – Deep Learning in Remote Sensing: Applications – Slides ~1.98 MB (pdf) ] [ Lecture 5 – Model Selection and Regularization – Slides ~1.78 MB...