Big Data Insights from Federated Data Systems
Big Data Insights from Federated Data Systems Invited Talk MEDICA IT Health Forum MEDICA Leading International Trade Fair, Duesseldorf, Germany 2019-11-20 [ Slides ~4.38 MB (pdf) ] [ Event ] Related Publication Winter, A., Staeubert, S., Ammon, D., Aiche, S., Beyan, O., Bischoff, V., Daumke, P., Decker, S., Funkat, G., Gewehr, J. E., de Greiff, A., Haferkamp, S., Hahn, U., Henkel, A., Kirsten, T., Kloess, T., Lippert, J., Loebe, M., Lowitsch, V., Maassen, O., Maschmann, J., Meister, S., Mikolajczyk, R., Nuechter, M., Pletz, M. W., Rahm, E., Riedel, M., Saleh, K., Schuppert, A., Smers, S., Stollenwerk, A., Uhlig, S., Wendt,...
Transfer Learning
Transfer Learning Online Links OverFeat – a Convolutional Network-based image classifier and feature extractor [ MORE ] Transfer Learning Presentations Riedel, M.: Deep Learning Applications in Science using Transfer Learning, GridKa School Seminar, August 28 – September 1, 2017, Karlsruhe Institute of Technology, Campus North, Karlsruhe, Germany [ EVENT ] Abstract: Deep learning models like convolutional neural networks (CNNs) deliver highly accurate results in classification tasks but require large enough data sets and good corresponding labels. However, one key problem in science and engineering is that data sets unfortunately have often only limited labeled data. Using CNNs together with such...
Supercomputing Conference 2019
Supercomputing Conference 2019 November 17–22, 2019 Colorado Convention Center Denver, Colorado, USA Welcome by @bernd_mohr at #SC19 conference in Denver & good workshops #DeepLearning on #supercomputers & #BestPractices for #HPC #Training & #education @helmholtz_ai @fzj_jsc @fz_juelich @Haskoli_Islands @uni_iceland @DEEPprojects @uisens @jhgoebbert .https://t.co/diTSDgYzME . pic.twitter.com/u66tw1hkZ8 — Morris Riedel (@MorrisRiedel) November 21, 2019 Sieh dir diesen Beitrag auf Instagram an Welcome by Bernd Mohr at #SC19 conference in Denver & good workshops #DeepLearning on #supercomputers & #BestPractices for #HPC #Training & #education @helmholtz_de #ai @forschungszentrum_juelich #julichsupercomputingcenter @haskoli_islands @the_effective_communicators DEEP Projects @von_hi . buff.ly/2QIVcRB . Ein Beitrag geteilt von Morris Riedel (@morrisriedel) am...
Remote Sensing
Remote Sensing Center for Remote Sensing (CRS) at University of Iceland An inter-disciplinary group of researchers that are active in the field of Remote Sensing and Geographic Information Systems at the School of Engineering and Natural Sciences, University of Iceland [ WEBPAGE ] Selected Publications Haut, J.M., Gallardo, J.A., Paoletti, M.E., Cavallaro, G., Plaza, J., Plaza, A., Riedel, M.: Cloud Deep Networks for Hyperspectral Image Analysis, IEEE Transactions on Geoscience and Remote Sensing, PP(99):1-17, 2019 [ JOURNAL ] [ DOI ] [ GOOGLE SCHOLAR ] [ RESEARCHGATE ] [ MORE ] Cavallaro, G., Riedel, M., Richerzhagen, M., Benediktsson, J., Plaza,...
HPC – Course Fall 2019
High Performance Computing – Course Fall 2019 Advanced Scientific Computing 16 university lectures with additional practical lectures for hands-on exercises in context University of Iceland, School of Engineering and Natural Sciences Faculty of Industrial Engineering, Mechanical Engineering and Computer Science Fall 2019 Lecture 0 – Prologue Slides PDF (9,16 MB) Fully packed room teaching Lecture 0 – Prologue of our High Performance Computing course with ~50 students of @Haskoli_Islands @uni_iceland including Modular Supercomputing by @DEEPprojects @fzj_jsc @fz_juelich @helmholtz_de @uisens @helmholtz_ai slides: https://t.co/kyb7Sq31LX pic.twitter.com/VztJLeAFpH — Morris Riedel (@MorrisRiedel) August 27, 2019 Practical Lecture 0.1 – Short Introduction to UNIX & SSH...
DEEP – Projects
DEEP Projects Series of EU Projects DEEP Projects Web Page The DEEP projects have received funding from the European Union’s Seventh Framework Programme (FP7) for research, technological development and demonstration and the Horion2020 (H2020) funding framework under grant agreement no. FP7-ICT-287530 (DEEP), FP7-ICT-610476 (DEEP-ER) and H2020-FETHPC-754304 (DEEP-EST). Your browser does not support HTML5 audio + video. Social Media Prof Lippert @Tomtherhymer opens @DEEPprojects review; Well Done received by reviewers thanking our academic & industry partners @MegwareComputer Extoll @Intel_DE & modular #HPC @fz_juelich @fzj_jsc @Haskoli_Islands @uni_iceland @helmholtz_ai project page: https://t.co/LqmoymkHuV pic.twitter.com/IpHHqeqoho — Morris Riedel (@MorrisRiedel) September 18, 2019 Sieh...
Publications – Overview
Theses Candidate’s or Master’s thesis Riedel, M.: Design and Evaluation of a Collaborative Online Visualization and Steering Framework for e-Science Application in Grids, Master Thesis (2007), University of Hagen, Berichte des Forschungszentrum Juelichs, 2007 [ JUSER ] Riedel, M.: Prospects and Realization of Flexible Service Offers in a Grid Environment, Diploma Thesis (2004), University of Applied Sciences Cologne, Berichte des Forschungszentrum Juelichs, 2004 (Note: 6-month diploma theses are the German pre-Bologna equivalent of master’s theses) [ JUSER ] Doctoral thesis Riedel, M.: Design and Applications of an Interoperability Reference Model for Production e-Science Infrastructures, PhD Thesis (2012), Karlsruhe Institute of...
Neural Architecture Search with Reinforcement Learning
Neural Architecture Search with Reinforcement Learning Invited Talk 5th International Summer School on Big Data and Machine Learning Technical University of Dresden, Dresden, Germany 2019-08-23 [ Slides ~18.8 MB (pdf) ] [ Event ] Invited talk on #neuralarchitecturesearch & #ReinforcementLearning @ Technical University of Dresden @zih_tud @Sca_DS presenting modular supercomputing & #AI by @fz_juelich @fzj_jsc @Haskoli_Islands @uni_iceland @uisens @DEEPprojects @helmholtz_ai slides: https://t.co/XFKX07tWOm pic.twitter.com/kQXGZkuY7T — Morris Riedel (@MorrisRiedel) August 23, 2019 Sieh dir diesen Beitrag auf Instagram an Invited talk on #neuralarchitecturesearch & #ReinforcementLearning @ Technical University of Dresden @tudresden ZIH @Sca_DS presenting modular supercomputing & #AI by @forschungszentrum_juelich #julichsupercomputingcenter @haskoli_islands...