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Gitta Kutyniok
@gittakutyniok
Bavarian AI Chair for Mathematical Foundations of AI @LMU_Muenchen; Adjunct Professor for ML @UiTromso
ID: 1142415620270690304
https://www.ai.math.lmu.de/kutyniok 22-06-2019 12:54:43
715 Tweet
2,2K Followers
231 Following
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Congratulations to relAI fellow Julia Schnabel! The German Radiological Society DRG.de has awarded her the Alfred Breit Prize 2024, honoring her outstanding work in medical image processing and reliable AI. Gitta Kutyniok Stephan Günnemann DAAD News TU München Helmholtz Munich | @HelmholtzMunich
![relAI (@zuseschoolrelai) on Twitter photo Congratulations to relAI fellow <a href="/ja_schnabel/">Julia Schnabel</a>! The German Radiological Society <a href="/DRG_de/">DRG.de</a> has awarded her the Alfred Breit Prize 2024, honoring her outstanding work in medical image processing and reliable AI. <a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/DAAD_Germany/">DAAD News</a> <a href="/TU_Muenchen/">TU München</a> <a href="/HelmholtzMunich/">Helmholtz Munich | @HelmholtzMunich</a> Congratulations to relAI fellow <a href="/ja_schnabel/">Julia Schnabel</a>! The German Radiological Society <a href="/DRG_de/">DRG.de</a> has awarded her the Alfred Breit Prize 2024, honoring her outstanding work in medical image processing and reliable AI. <a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/DAAD_Germany/">DAAD News</a> <a href="/TU_Muenchen/">TU München</a> <a href="/HelmholtzMunich/">Helmholtz Munich | @HelmholtzMunich</a>](https://pbs.twimg.com/media/GNiNv1cWgAAogqg.jpg)
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
I am very excited that my amazing PhD student at Universität München won the Engagement Award 2024 of the studienstiftung_alumni. My heartfelt congratulations! relAI
![Gitta Kutyniok (@gittakutyniok) on Twitter photo I am very excited that my amazing PhD student at <a href="/LMU_Muenchen/">Universität München</a> won the Engagement Award 2024 of the <a href="/alumni_sdv/">studienstiftung_alumni</a>. My heartfelt congratulations!
<a href="/zuseschoolrelAI/">relAI</a> I am very excited that my amazing PhD student at <a href="/LMU_Muenchen/">Universität München</a> won the Engagement Award 2024 of the <a href="/alumni_sdv/">studienstiftung_alumni</a>. My heartfelt congratulations!
<a href="/zuseschoolrelAI/">relAI</a>](https://pbs.twimg.com/media/GNsDlEkXkAAhbdT.jpg)
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
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Last week, our community meetup with Women in AI & Robotics took place at Universität München. It featured Gitta Kutyniok, Prof. Elke Wolf, Sheila Beladinejad and Lioba Suchenwirth and provided a great opportunity to network and learn from the community. DAAD News Stephan Günnemann baiosphere
![relAI (@zuseschoolrelai) on Twitter photo Last week, our community meetup with <a href="/wairobotics/">Women in AI & Robotics</a> took place at <a href="/LMU_Muenchen/">Universität München</a>. It featured <a href="/GittaKutyniok/">Gitta Kutyniok</a>, Prof. Elke Wolf, Sheila Beladinejad and Lioba Suchenwirth and provided a great opportunity to network and learn from the community.
<a href="/DAAD_Germany/">DAAD News</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/baiosphere_AI/">baiosphere</a> Last week, our community meetup with <a href="/wairobotics/">Women in AI & Robotics</a> took place at <a href="/LMU_Muenchen/">Universität München</a>. It featured <a href="/GittaKutyniok/">Gitta Kutyniok</a>, Prof. Elke Wolf, Sheila Beladinejad and Lioba Suchenwirth and provided a great opportunity to network and learn from the community.
<a href="/DAAD_Germany/">DAAD News</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/baiosphere_AI/">baiosphere</a>](https://pbs.twimg.com/media/GOQL98_WoAA_Yic.jpg)
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Applications to our relAI MSc program are still open! Hear from our relAI student Nil Ayday why you should apply and what fascinates her about #AI research. Apply by June 17th: zuseschoolrelai.de/application/ Gitta Kutyniok Stephan Günnemann baiosphere Universität München TU München
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
We are #hiring! My group "Mathematical Foundations of #AI" at Universität München has an opening for a distinguishd post-doc position: job-portal.lmu.de/jobposting/23b…. If you have any questions, please let me know Research in Bavaria, Research in Germany - Initiative of the BMBF, DAAD News, baiosphere, TU München
![Gitta Kutyniok (@gittakutyniok) on Twitter photo We are #hiring! My group "Mathematical Foundations of #AI" at <a href="/LMU_Muenchen/">Universität München</a> has an opening for a distinguishd post-doc position: job-portal.lmu.de/jobposting/23b…. If you have any questions, please let me know
<a href="/researchbavaria/">Research in Bavaria</a>, <a href="/ResearchGermany/">Research in Germany - Initiative of the BMBF</a>, <a href="/DAAD_Germany/">DAAD News</a>, <a href="/baiosphere_AI/">baiosphere</a>, <a href="/TU_Muenchen/">TU München</a> We are #hiring! My group "Mathematical Foundations of #AI" at <a href="/LMU_Muenchen/">Universität München</a> has an opening for a distinguishd post-doc position: job-portal.lmu.de/jobposting/23b…. If you have any questions, please let me know
<a href="/researchbavaria/">Research in Bavaria</a>, <a href="/ResearchGermany/">Research in Germany - Initiative of the BMBF</a>, <a href="/DAAD_Germany/">DAAD News</a>, <a href="/baiosphere_AI/">baiosphere</a>, <a href="/TU_Muenchen/">TU München</a>](https://pbs.twimg.com/media/GOw6SA4XgAAjitx.jpg)
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
It has been a blast to attend the #AIforGood Global Summit, and give a talk in the immensely inspiring session on XAI and LMMs organized by Wojciech Samek from Fraunhofer HHI. If you have a chance to participate next year, go for it! AI for Good 🇺🇳 #AIforGood Universität München baiosphere
![Gitta Kutyniok (@gittakutyniok) on Twitter photo It has been a blast to attend the #AIforGood Global Summit, and give a talk in the immensely inspiring session on XAI and LMMs organized by <a href="/WojciechSamek/">Wojciech Samek</a> from <a href="/FraunhoferHHI/">Fraunhofer HHI</a>. If you have a chance to participate next year, go for it!
<a href="/AIforGood/">AI for Good 🇺🇳 #AIforGood</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/baiosphere_AI/">baiosphere</a> It has been a blast to attend the #AIforGood Global Summit, and give a talk in the immensely inspiring session on XAI and LMMs organized by <a href="/WojciechSamek/">Wojciech Samek</a> from <a href="/FraunhoferHHI/">Fraunhofer HHI</a>. If you have a chance to participate next year, go for it!
<a href="/AIforGood/">AI for Good 🇺🇳 #AIforGood</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/baiosphere_AI/">baiosphere</a>](https://pbs.twimg.com/media/GO9zNysWgAAmAd8.jpg)
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
Yesterday, we enjoyed an amazing lecture by Antoine Georges (Collège de France and Flatiron Institute) at Universität München on using #machinelearning and #neuralnetworks for #quantum #systems. The impact of #AI on #Physics is truely an impressive success story.
![Gitta Kutyniok (@gittakutyniok) on Twitter photo Yesterday, we enjoyed an amazing lecture by Antoine Georges (Collège de France and <a href="/FlatironInst/">Flatiron Institute</a>) at <a href="/LMU_Muenchen/">Universität München</a> on using #machinelearning and #neuralnetworks for #quantum #systems. The impact of #AI on #Physics is truely an impressive success story. Yesterday, we enjoyed an amazing lecture by Antoine Georges (Collège de France and <a href="/FlatironInst/">Flatiron Institute</a>) at <a href="/LMU_Muenchen/">Universität München</a> on using #machinelearning and #neuralnetworks for #quantum #systems. The impact of #AI on #Physics is truely an impressive success story.](https://pbs.twimg.com/media/GPXjVMbbIAE1nwj.jpg)
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
Great opportunity! Our DFG public | @[email protected]-program "Theoretical Foundations of #DeepLearning is happy to announce the call for the annual ‘Best Thesis Award’ within this topic, see foundationsofdl.de/#Pop-up-best-t…. Research in Bavaria Research in Germany - Initiative of the BMBF baiosphere
![Gitta Kutyniok (@gittakutyniok) on Twitter photo Great opportunity! Our <a href="/dfg_public/">DFG public | @dfg_public@wisskomm.social</a>-program "Theoretical Foundations of #DeepLearning is happy to announce the call for the annual ‘Best Thesis Award’ within this topic, see foundationsofdl.de/#Pop-up-best-t….
<a href="/researchbavaria/">Research in Bavaria</a> <a href="/ResearchGermany/">Research in Germany - Initiative of the BMBF</a> <a href="/baiosphere_AI/">baiosphere</a> Great opportunity! Our <a href="/dfg_public/">DFG public | @dfg_public@wisskomm.social</a>-program "Theoretical Foundations of #DeepLearning is happy to announce the call for the annual ‘Best Thesis Award’ within this topic, see foundationsofdl.de/#Pop-up-best-t….
<a href="/researchbavaria/">Research in Bavaria</a> <a href="/ResearchGermany/">Research in Germany - Initiative of the BMBF</a> <a href="/baiosphere_AI/">baiosphere</a>](https://pbs.twimg.com/media/GPex7F9WoAA_boo.jpg)
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We are delighted to welcome four exceptional fellows to relAI: Nassir Navab, Solveig Vieluf, Tobias Lasser and Jochen Kuhn, contributing to #AI in Medicine and education, where reliability is pivotal. Welcome! Gitta Kutyniok Stephan Günnemann DAAD News Universität München TU München
![relAI (@zuseschoolrelai) on Twitter photo We are delighted to welcome four exceptional fellows to relAI: <a href="/NassirNavab/">Nassir Navab</a>, Solveig Vieluf, Tobias Lasser and Jochen Kuhn, contributing to #AI in Medicine and education, where reliability is pivotal. Welcome! <a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/DAAD_Germany/">DAAD News</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/TU_Muenchen/">TU München</a> We are delighted to welcome four exceptional fellows to relAI: <a href="/NassirNavab/">Nassir Navab</a>, Solveig Vieluf, Tobias Lasser and Jochen Kuhn, contributing to #AI in Medicine and education, where reliability is pivotal. Welcome! <a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/DAAD_Germany/">DAAD News</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/TU_Muenchen/">TU München</a>](https://pbs.twimg.com/media/GPxiAa1WYAAhg_x.jpg)
![relAI (@zuseschoolrelai) 's Twitter Profile Photo relAI (@zuseschoolrelai) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1579463551726637058/Qxi_9ndV_200x200.jpg)
📢 Last call for applications for our Master’s scholarships at the Konrad Zuse School of Excellence in Reliable #AI (relAI) of TU München and Universität München. Apply by June 17th! zuseschoolrelai.de/application DAAD News Stephan Günnemann Gitta Kutyniok
![relAI (@zuseschoolrelai) on Twitter photo 📢 Last call for applications for our Master’s scholarships at the Konrad Zuse School of Excellence in Reliable #AI (relAI) of <a href="/TU_Muenchen/">TU München</a> and <a href="/LMU_Muenchen/">Universität München</a>. Apply by June 17th!
zuseschoolrelai.de/application
<a href="/DAAD_Germany/">DAAD News</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/GittaKutyniok/">Gitta Kutyniok</a> 📢 Last call for applications for our Master’s scholarships at the Konrad Zuse School of Excellence in Reliable #AI (relAI) of <a href="/TU_Muenchen/">TU München</a> and <a href="/LMU_Muenchen/">Universität München</a>. Apply by June 17th!
zuseschoolrelai.de/application
<a href="/DAAD_Germany/">DAAD News</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/GittaKutyniok/">Gitta Kutyniok</a>](https://pbs.twimg.com/media/GP8QynJWEAAsSpe.jpg)
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
Yesterday, we enjoyed an amazing lecture by Freddy Bruckstein from the Technion Israel on three results in Planar Geometry which an intriguing manner relate to fundamental problems encountered in Shape Analysis/#ComputerVision and #Robotics Research. Universität München
![Gitta Kutyniok (@gittakutyniok) on Twitter photo Yesterday, we enjoyed an amazing lecture by Freddy Bruckstein from the <a href="/TechnionLive/">Technion Israel</a> on three results in Planar Geometry which an intriguing manner relate to fundamental problems encountered in Shape Analysis/#ComputerVision and #Robotics Research.
<a href="/LMU_Muenchen/">Universität München</a> Yesterday, we enjoyed an amazing lecture by Freddy Bruckstein from the <a href="/TechnionLive/">Technion Israel</a> on three results in Planar Geometry which an intriguing manner relate to fundamental problems encountered in Shape Analysis/#ComputerVision and #Robotics Research.
<a href="/LMU_Muenchen/">Universität München</a>](https://pbs.twimg.com/media/GP9jD8YWwAALBHB.jpg)
![relAI (@zuseschoolrelai) 's Twitter Profile Photo relAI (@zuseschoolrelai) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1579463551726637058/Qxi_9ndV_200x200.jpg)
🎉Congrats to relAI PhD student Maria Matveev, winning the Studienstiftung Engagement Award for her volunteer work with Lern-Fair e.V., supporting 15,000+ pupils! youtu.be/EUZdm--sqmc?fe… Gitta Kutyniok Stephan Günnemann Universität München DAAD News studienstiftung_alumni ©Thomas Abé/Studienstiftung
![relAI (@zuseschoolrelai) on Twitter photo 🎉Congrats to relAI PhD student Maria Matveev, winning the Studienstiftung Engagement Award for her volunteer work with <a href="/LernFair/">Lern-Fair e.V.</a>, supporting 15,000+ pupils!
youtu.be/EUZdm--sqmc?fe…
<a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/DAAD_Germany/">DAAD News</a> <a href="/alumni_sdv/">studienstiftung_alumni</a>
©Thomas Abé/Studienstiftung 🎉Congrats to relAI PhD student Maria Matveev, winning the Studienstiftung Engagement Award for her volunteer work with <a href="/LernFair/">Lern-Fair e.V.</a>, supporting 15,000+ pupils!
youtu.be/EUZdm--sqmc?fe…
<a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/DAAD_Germany/">DAAD News</a> <a href="/alumni_sdv/">studienstiftung_alumni</a>
©Thomas Abé/Studienstiftung](https://pbs.twimg.com/media/GQRBIFCW0AAC8Na.jpg)
![relAI (@zuseschoolrelai) 's Twitter Profile Photo relAI (@zuseschoolrelai) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1579463551726637058/Qxi_9ndV_200x200.jpg)
We are thrilled to share we received over 180 applications to our MSc program, among them 90% international candidates from >50 countries! Thank you for your commitment to excellence in reliable AI and best wishes in the selection process! Gitta Kutyniok Stephan Günnemann DAAD News
![relAI (@zuseschoolrelai) 's Twitter Profile Photo relAI (@zuseschoolrelai) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1579463551726637058/Qxi_9ndV_200x200.jpg)
We’re thrilled about the success of our relAI retreat! Over 50 fellows and students joined for insightful keynotes, intriguing discussions, and engaging activities on #AI #reliability. DAAD News Universität München TU München Gitta Kutyniok Stephan Günnemann
![relAI (@zuseschoolrelai) on Twitter photo We’re thrilled about the success of our relAI retreat! Over 50 fellows and students joined for insightful keynotes, intriguing discussions, and engaging activities on #AI #reliability.
<a href="/DAAD_Germany/">DAAD News</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/TU_Muenchen/">TU München</a> <a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a> We’re thrilled about the success of our relAI retreat! Over 50 fellows and students joined for insightful keynotes, intriguing discussions, and engaging activities on #AI #reliability.
<a href="/DAAD_Germany/">DAAD News</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/TU_Muenchen/">TU München</a> <a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a>](https://pbs.twimg.com/media/GRu1i9xW0AAMOX1.jpg)
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
I am very excited to share that my article on "The #Mathematics of Reliable #ArtificialIntelligence" just appeared in SIAM. I hope you enjoy it: sinews.siam.org/Details-Page/t… Universität München baiosphere Munich Center for Machine Learning relAI
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
The main conference of the IEEE Information Theory Society, the ISIT 2024, has just started in beautiful #Athens with the first, exciting plenary talk by Becca Willett on "Learning low-rank functions with #neuralnetworks", discussing in particular their representation cost.
![Gitta Kutyniok (@gittakutyniok) on Twitter photo The main conference of the <a href="/ieee_itsoc/">IEEE Information Theory Society</a>, the ISIT 2024, has just started in beautiful #Athens with the first, exciting plenary talk by <a href="/WillettBecca/">Becca Willett</a> on "Learning low-rank functions with #neuralnetworks", discussing in particular their representation cost. The main conference of the <a href="/ieee_itsoc/">IEEE Information Theory Society</a>, the ISIT 2024, has just started in beautiful #Athens with the first, exciting plenary talk by <a href="/WillettBecca/">Becca Willett</a> on "Learning low-rank functions with #neuralnetworks", discussing in particular their representation cost.](https://pbs.twimg.com/media/GR8ce--WkAAfMmD.jpg)
![Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo Gitta Kutyniok (@gittakutyniok) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1142416065579945984/MnWjfWeh_200x200.jpg)
Yesterday, I was honored as a new IEEE Fellow during the award ceremony of ISIT24 by IEEE Information Theory Society. I also had a small celebration with some great colleagues from TU München and TU Berlin afterwards. A wonderful day! Universität München Munich Center for Machine Learning relAI
![Gitta Kutyniok (@gittakutyniok) on Twitter photo Yesterday, I was honored as a new <a href="/IEEEorg/">IEEE</a> Fellow during the award ceremony of ISIT24 by <a href="/ieee_itsoc/">IEEE Information Theory Society</a>. I also had a small celebration with some great colleagues from <a href="/TU_Muenchen/">TU München</a> and <a href="/TUBerlin/">TU Berlin</a> afterwards. A wonderful day!
<a href="/LMU_Muenchen/">Universität München</a> <a href="/MunichCenterML/">Munich Center for Machine Learning</a> <a href="/zuseschoolrelAI/">relAI</a> Yesterday, I was honored as a new <a href="/IEEEorg/">IEEE</a> Fellow during the award ceremony of ISIT24 by <a href="/ieee_itsoc/">IEEE Information Theory Society</a>. I also had a small celebration with some great colleagues from <a href="/TU_Muenchen/">TU München</a> and <a href="/TUBerlin/">TU Berlin</a> afterwards. A wonderful day!
<a href="/LMU_Muenchen/">Universität München</a> <a href="/MunichCenterML/">Munich Center for Machine Learning</a> <a href="/zuseschoolrelAI/">relAI</a>](https://pbs.twimg.com/media/GSI42zzWsAAf2JZ.jpg)
![relAI (@zuseschoolrelai) 's Twitter Profile Photo relAI (@zuseschoolrelai) 's Twitter Profile Photo](https://pbs.twimg.com/profile_images/1579463551726637058/Qxi_9ndV_200x200.jpg)
We are excited to announce the release of the relAI Blog zuseschoolrelai.de/blog/. The blog is the relAI students' platform for sharing cutting-edge research and developments from our school. DAAD News Universität München TU München Gitta Kutyniok Stephan Günnemann
![relAI (@zuseschoolrelai) on Twitter photo We are excited to announce the release of the relAI Blog zuseschoolrelai.de/blog/. The blog is the relAI students' platform for sharing cutting-edge research and developments from our school.
<a href="/DAAD_Germany/">DAAD News</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/TU_Muenchen/">TU München</a> <a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a> We are excited to announce the release of the relAI Blog zuseschoolrelai.de/blog/. The blog is the relAI students' platform for sharing cutting-edge research and developments from our school.
<a href="/DAAD_Germany/">DAAD News</a> <a href="/LMU_Muenchen/">Universität München</a> <a href="/TU_Muenchen/">TU München</a> <a href="/GittaKutyniok/">Gitta Kutyniok</a> <a href="/guennemann/">Stephan Günnemann</a>](https://pbs.twimg.com/media/GTUgJvnboAAH--h.jpg)