{"id":455,"date":"2020-11-03T14:26:35","date_gmt":"2020-11-03T13:26:35","guid":{"rendered":"https:\/\/www.wolter.tech\/?page_id=455"},"modified":"2022-09-16T22:21:13","modified_gmt":"2022-09-16T20:21:13","slug":"455-2","status":"publish","type":"page","link":"https:\/\/www.wolter.tech\/?page_id=455","title":{"rendered":""},"content":{"rendered":"<style type=\"text\/css\">\n            #resume-447.rb-template-container { max-width: 100% !important; margin-left: auto; margin-right: auto; }            #resume-447 .rbt-header-wrapper { border-color: rgba( 0, 0, 0, 0.2 ); }\n            #resume-447.rb-template-container { background: transparent !important; box-sizing: border-box; padding: 0 !important; }                                                @media screen and (max-width: 900px) {\n                #resume-447.rb-template-container {\n                    padding:45px !important;\n                }\n            }\n        <\/style><section id=\"resume-447\" class=\"rb-template-container\"><div class=\"rb-template-default\"><div class=\"rbt-header-wrapper\"><style type=\"text\/css\">\n\t#rb-template-321 .rbt-header .rbt-name,\n\t#rb-template-321 .rbt-header .rbt-title { color:#000000; }\n\t#rb-template-321 .rbt-header .rb-button { background:#2271b1; }\n\t#rb-template-321 .rbt-header .rb-button:hover { background:#000000; }\n\t#rb-template-321 .rbt-header > .rbt-photo { width: 100px; height: 100px; }\n<\/style>\n\n<div id=\"rb-template-321\" class=\"rb-template-default\">\n\t<section class=\"rbt-header rb-resume-has-photo\">\n\n\t\t\t\t\n\t\t\t\t\t<div class=\"rbt-photo\" style=\"background-image: url( 'https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2023\/11\/portrait.jpg' )\">&nbsp;<\/div>\n\t\t\t\n\t\t\t\n\t\t<div class=\"rbt-name\">Moritz Wolter<\/div>\n\t\n\t\t\t\n\t\t<div class=\"rbt-title\">Engineer<\/div>\t\t\n\t\t \n\t\n\t\t\t\n\t<\/section>\n<\/div><style type=\"text\/css\">\n\t\t#rb-template-373 .rbt-contact-info,\n\t\t#rb-template-373 .rbt-ci-block { border-color: rgba( 0, 0, 0, 0.2 ); }\n\t\t#rb-template-373 .rbt-contact-info a { color:#2271b1; }\n\t\t#rb-template-373 .rbt-contact-info svg path { stroke:#000000; }\n\t\t#rb-template-373 .rbt-contact-info,\n\t\t#rb-template-373 .rbt-contact-info a:hover { color:#000000; }\t\n\t<\/style><div id=\"rb-template-373\" class=\"rb-template-default\"><div class=\"rbt-contact-info\"><div class=\"rbt-ci-block\"><div><\/div><div><a href=\"mailto:m&#111;ri&#116;&#122;&#064;wolt&#101;r.t&#101;c&#104;\">&#109;oritz&#064;wo&#108;&#116;e&#114;&#046;te&#099;&#104;<\/a><\/div><\/div><div class=\"rbt-ci-block\"><div><\/div><div>Bonn<\/div><\/div><\/div><\/div><\/div><div class=\"rbt-body\"><div class=\"rbt-column full\"><div id=\"rb-template-199\" class=\"rb-template-default\">\n\t\t<div class=\"rbt-introduction\" style=\"color:#000000;\"><p>I am Moritz. The blog includes a map charting the parts of the fantastic world of applied mathematics I have been able to explore so far. The source code of selected projects is available on <a href=\"https:\/\/github.com\/v0lta\" rel=\"noopener noreferrer\" target=\"_blank\">GitHub<\/a>. An exhaustive list of my research work is available via <a href=\"https:\/\/scholar.google.de\/citations?user=OLvO62sAAAAJ&amp;hl=de\">Google Scholar<\/a>.<\/p><p>\n<\/p><p>&nbsp;<\/p><\/div>\t<\/div><style type=\"text\/css\">\n\t\t#rb-template-862,\n\t\t#rb-template-862 .rbt-history-blocks .rbt-history-block { color: #000000; }\n\t\t#rb-template-862 .rbt-section-heading { color: #2271b1; }\n\t\t#rb-template-862 .rbt-history-blocks .rbt-history-block > div::before { background: #000000; }\n\t\t#rb-template-862 .rbt-history-blocks .rbt-history-place-time > span::after { background: #000000; }\n\t\t#rb-template-862 .rbt-history-blocks .rbt-history-block .rbt-history-job-degree:after { background: #2271b1; }\n\t<\/style><div id=\"rb-template-862\" class=\"rb-template-default\"><div class=\"rbt-section-heading\">Work experience<\/div><div class=\"rbt-history-blocks\"><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">High Performance Computing and Analytics Lab, University of Bonn<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">Postdoc<\/span><span class=\"rbt-history-dates\">2022-2025<\/span><\/div><div class=\"rbt-history-description\"><p>Research in and teaching of Machine learning. I was part of the team teaching the <a href=\"https:\/\/github.com\/Machine-Learning-Foundations\" rel=\"noopener noreferrer\" target=\"_blank\">Foundations of Machine Learning<\/a> course for our international graduate schools. In terms of research, I helped to secure the \"WestAI\" project grant. The project focused on state-of-the-art transformer Research. I am ran the HPCA-Part of the project.<\/p><\/div><\/div><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">Fraunhofer Center for Machine Learning and SCAI<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">Research Engineer<\/span><span class=\"rbt-history-dates\">2020-2022<\/span><\/div><div class=\"rbt-history-description\"><p>Running research projects on quantum machine learning using Fraunhofer's Ehningen machine and industry projects with partner companies. <\/p><\/div><\/div><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">9 Months, Rheumatology unit, University Hospital Bonn<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">Alternative civilian service (Zivildienst)<\/span><span class=\"rbt-history-dates\">2009 - 2010<\/span><\/div><div class=\"rbt-history-description\"><p><span class=\"background-details\"><span class=\"lt-line-clamp__line\">Social hospital work, helping patients, answering phone calls, organizing medical records, hospital in-house pick<\/span> <span class=\"lt-line-clamp__line lt-line-clamp__line--last\"> up and delivery.<\/span><\/span><\/p><\/div><\/div><\/div><div class=\"rbt-section-heading\">Education<\/div><div class=\"rbt-history-blocks\"><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">Doctorate, Bonn University, magna cum laude<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">Computer Science<\/span><span class=\"rbt-history-dates\">2017-2021<\/span><\/div><div class=\"rbt-history-description\"><p><span class=\"background-details\">Part of the <\/span><a href=\"https:\/\/cg.cs.uni-bonn.de\/person\/dr-moritz-wolter\" rel=\"noopener noreferrer\" target=\"_blank\">visual computing group<\/a><span class=\"background-details\"> and a research unit on \"Anticipating Human Behaviour\" developed novel complex domain machine learning approaches. Presentation of research results at renowned international conferences. Teaching assistant for the deep learning for visual recognition course, lab and thesis student supervision a  master level.<\/span><\/p><p><a href=\"https:\/\/bonndoc.ulb.uni-bonn.de\/xmlui\/bitstream\/handle\/20.500.11811\/9245\/6336.pdf?sequence=1&amp;isAllowed=y\" rel=\"noopener noreferrer\" target=\"_blank\">[Thesis]<\/a><\/p><\/div><\/div><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">Master\u2019s degree, KU Leuven, cum laude<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">Mathematical Engineering<\/span><span class=\"rbt-history-dates\">2014-2017<\/span><\/div><div class=\"rbt-history-description\"><p><a href=\"https:\/\/www.esat.kuleuven.be\/psi\/speech\/master_theses\/archive\/wolter-thes17.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">[Thesis]<\/a><\/p><\/div><\/div><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">One semester, Universit\u00e9 de Technologie de Compi\u00e8gne<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">Erasmus-exchange<\/span><span class=\"rbt-history-dates\">2012\/13<\/span><\/div><\/div><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">International bachelors degree, Hamburg University of Technology<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">General Engineering Science<\/span><span class=\"rbt-history-dates\">2010 - 2014<\/span><\/div><div class=\"rbt-history-description\"><p><a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2019\/04\/bachelor_control_thesis.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">[Thesis]<\/a><\/p><\/div><\/div><\/div><div class=\"rbt-section-heading\">Awards<\/div><div class=\"rbt-history-blocks\"><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">Top Reviewer<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">Neurips 2022<\/span><span class=\"rbt-history-dates\">2022<\/span><\/div><div class=\"rbt-history-description\"><p><a href=\"https:\/\/neurips.cc\/Conferences\/2022\/ProgramCommittee\" rel=\"noopener noreferrer\" target=\"_blank\">Neurips 2022 website<\/a><\/p><\/div><\/div><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">Best Presentation Award<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">International Computer Vision Summer School<\/span><span class=\"rbt-history-dates\">2018<\/span><\/div><div class=\"rbt-history-description\"><p><a href=\"http:\/\/iplab.dmi.unict.it\/icvss2018\/PresentationPrize\" target=\"_blank\" rel=\"noopener\">ICVSS 2018 website<\/a><\/p><\/div><\/div><div class=\"rbt-history-block\"><div class=\"rbt-history-job-degree\">iGEM foundation Boston<\/div><div class=\"rbt-history-place-time\"><span class=\"rbt-history-company-school\">iGEM KU Leuven , responsible for the modeling team<\/span><span class=\"rbt-history-dates\">2015<\/span><\/div><div class=\"rbt-history-description\"><p>Nominated for best mathematical modelling.<\/p><p><a href=\"http:\/\/2015.igem.org\/Team:KU_Leuven\/Notebook\/Achievements\" target=\"_blank\" rel=\"noopener\">Achievements section of team wiki<\/a>, <a href=\"http:\/\/2015.igem.org\/Team:KU_Leuven\/Modeling\" target=\"_blank\" rel=\"noopener\">modeling section of team wiki.<\/a><\/p><\/div><\/div><\/div><div class=\"rbt-section-heading\">Open Source Contributions<\/div><div class=\"rbt-text-content\"><p>I maintain:<\/p>\n<ul>\n<li> the <a href=\"https:\/\/github.com\/v0lta\/Jax-Wavelet-Toolbox\" rel=\"noopener noreferrer\" target=\"_blank\">Jax wavelet toolbox<\/a> with more than <a href=\"https:\/\/www.pepy.tech\/projects\/jaxwt\" rel=\"noopener noreferrer\" target=\"_blank\">10k pip-downloads<\/a>,<\/li>\n<li>and the <a href=\"https:\/\/github.com\/v0lta\/PyTorch-Wavelet-Toolbox\" rel=\"noopener noreferrer\" target=\"_blank\">Pytorch wavelet toolbox<\/a> with more than <a href=\"https:\/\/www.pepy.tech\/projects\/ptwt\" rel=\"noopener noreferrer\" target=\"_blank\">80k pip downloads<\/a>.<\/li>\n<\/ul>\n<p>I have contributed code to:<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/google-deepmind\/optax\" rel=\"noopener noreferrer\" target=\"_blank\">Optax<\/a><\/li>\n<\/ul>\n<\/div><div class=\"rbt-section-heading\">Academic Service<\/div><div class=\"rbt-text-content\"><p>I have served as a reviewer at:<\/p>\n<ul>\n<li>Neurips 2025, ICML 2025, ICLR 2025, AISTATS 2025, AAAI 2025, <\/li>\n<li>Neurips 2024, ICML2024, ICLR 2024, AAAI 2024, CVPR 2024, <\/li>\n<li>Neurips 2023, ICML 2023, ICLR 2023, ICRA 2023, <\/li>\n<li>Neurips 2022, ICML 2022, ICLR 2022, ECML 2022, ICANN 2022, <\/li>\n<li>Neurips 2021, ECML 2021, ICANN 2021,<\/li>\n<li>AISTATS 2020, ICANN 2020, and ICPR 2020.<\/li>\n<\/ul>\n<p>I have served as session chair at:<\/p>\n<ul>\n<li>ECML 2022.<\/li>\n<\/ul>\n<\/div><div class=\"rbt-section-heading\">Supervised Theses<\/div><div class=\"rbt-text-content\"><p>Parameter-Efficient Adaptation of Open-Source Language Models for Clinical MRI Protocol Automation, Masterarbeit Informatik, Zahra Ganji, 2025<\/p>\n<p>Tabellenstrukturerkennung mit Neuronalen Netzwerken, Bachelorarbeit Informatik, Annika Thelen, 2024<\/p>\n<p>Second Order Methods for Neural Network Optimization, Bachelorarbeit Informatik, Jan Niclas Hardtke, 2024<\/p>\n<p>Audio Deepfake Detection using the Stationary Wavelet Transform , Masterarbeit Informatik, N. Pillath, 2024<\/p>\n<p>Segmentierung von historischen Zeitungsseiten, Bachelorarbeit Informatik, C. Schultze, 2023 <\/p>\n<p>Erkennung von Audio-Deepfakes mithilfe von kontinuierlichen Wavelet-Transformationen, Bachelorarbeit Informatik, K. Gasenzer, 2023<\/p>\n<p>Randbehandlung bei Wavelets f\u00fcr Faltungsnetzwerke, F.&nbsp;Blanke, 2021.<\/p>\n<\/div><div class=\"rbt-section-heading\">Teaching<\/div><div class=\"rbt-text-content\"><p>WiSe 2025 - Foundations of Machine Learning -  <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2025\/10\/ML_Foundations_0925.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p>SoSe 2025 - C++ and CUDA programming for Machine Learning - <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2025\/05\/C___for_ML_2025_03.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p>SoSe 2025 - Advanced Machine Learning -  <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2025\/05\/ML_Advanced_2025_03.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p>SoSe 2025 - Foundations of Machine Learning for Principal Investigators - <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2025\/03\/Ml4PI_2025.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p>WiSe 2024 - Foundations of Machine Learning - <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2024\/10\/ML_Foundations_in_Python_0924.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p>SoSe 2024 - Advanced Machine Learning - <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2024\/08\/Advanced_Machine_Learning_03_24.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p>WiSe 2023 - Foundation of Machine Learning - <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2024\/08\/ML_Foundations_in_Python_0923.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p>WiSe 2023 - Foundations of Machine Learning for Principal Investigators - <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2024\/08\/Evaluationen-ML-Foundations-for-PIs_anwesend-1.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p>SoSe 2023 - Foundations of Machine Learning - <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2024\/08\/Automatischer-Evaluationsbericht-ML-Foundations-in-Python-Marz-2023.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p>WiSe 2022 - Foundations of Machine Learning - <a href=\"https:\/\/www.wolter.tech\/wordpress\/wp-content\/uploads\/2024\/08\/ML_Foundations_in_Python_0922_new_Evasys-PDF-Bericht-Report.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Evaluation<\/a><\/p>\n<p><\/p>\n<p><\/p>\n<\/div><div class=\"rbt-section-heading\">Invited Talks<\/div><div class=\"rbt-text-content\"><p>March 2025 - Aachen - <a href=\"https:\/\/www.dkz2r.de\/news\/2025_01_22_dkk_registration\/\" rel=\"noopener noreferrer\" target=\"_blank\">I spoke at the  Data Competence College by DKZ.2R as a data expert<\/a>.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-455","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/www.wolter.tech\/index.php?rest_route=\/wp\/v2\/pages\/455","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wolter.tech\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.wolter.tech\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.wolter.tech\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wolter.tech\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=455"}],"version-history":[{"count":1,"href":"https:\/\/www.wolter.tech\/index.php?rest_route=\/wp\/v2\/pages\/455\/revisions"}],"predecessor-version":[{"id":456,"href":"https:\/\/www.wolter.tech\/index.php?rest_route=\/wp\/v2\/pages\/455\/revisions\/456"}],"wp:attachment":[{"href":"https:\/\/www.wolter.tech\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=455"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}