{"id":22574,"date":"2023-04-11T15:04:57","date_gmt":"2023-04-11T13:04:57","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=22574"},"modified":"2023-06-28T13:06:54","modified_gmt":"2023-06-28T11:06:54","slug":"machine-learning-and-deep-learning","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/machine-learning-and-deep-learning\/","title":{"rendered":"Maschinelles Lernen und Deep Learning"},"content":{"rendered":"<div data-colibri-id=\"22574-c1\" class=\"style-18530 style-local-22574-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"22574-c2\" id=\"custom\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-18531 style-local-22574-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"22574-c6\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-18532 style-local-22574-c6 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-18533-outer style-local-22574-c7-outer\">\n            <div data-colibri-id=\"22574-c7\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-18533 style-local-22574-c7 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"22574-c8\" class=\"h-lead h-text h-text-component style-18534 style-local-22574-c8 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>One of the main research topics of the L3S in the field of artificial intelligence is Machine Learning and Deep Learning.<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"22574-c9\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-18538 style-local-22574-c9 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-18539-outer style-local-22574-c10-outer\">\n            <div data-colibri-id=\"22574-c10\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-18539 style-local-22574-c10 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"22574-c11\" class=\"style-18540 style-local-22574-c11 position-relative h-element\">\n                  <!---->\n                  <div class=\"\"><div class=\"pt-cv-wrapper\"><ul class=\"pt-cv-gls-menu\" id=\"pt-cv-gls-30289edsek\"><li><a href=\"#pt-cv-gls-Overview\" class=\"pt-active\">Overview<\/a><\/li><li><a href=\"#pt-cv-gls-A\" >A<\/a><\/li><li><a href=\"#pt-cv-gls-F\" >F<\/a><\/li><li><a href=\"#pt-cv-gls-I\" >I<\/a><\/li><li><a href=\"#pt-cv-gls-L\" >L<\/a><\/li><li><a href=\"#pt-cv-gls-M\" >M<\/a><\/li><li><a href=\"#pt-cv-gls-O\" >O<\/a><\/li><li><a href=\"#pt-cv-gls-R\" >R<\/a><\/li><li><a href=\"#pt-cv-gls-S\" >S<\/a><\/li><\/ul><div class=\"pt-cv-view pt-cv-glossary pt-cv-colsys pt-cv-left\" id=\"pt-cv-view-30289edsek\"><div data-id=\"pt-cv-page-1\" class=\"pt-cv-page\" data-cvc=\"2\"><div id=\"pt-cv-gls-A\" class=\"pt-cv-gls-group\"><div class=\"pt-cv-gls-header\">A<\/div><div class=\"pt-cv-gls-content\"><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"0\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/aid-pais\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\"  height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/project-300x200-225x150.jpg\" class=\"pt-cv-thumbnail img-rounded lazyload\" alt=\"AID - PAIS\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/project-300x200-225x150.jpg\" data-sizes=\"(max-width: 225px) 100vw, 225px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 225px; --smush-placeholder-aspect-ratio: 225\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/aid-pais\/\" class=\"_self cvplbd\" target=\"_self\" >AID &#8211; PAIS<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">AI Driven integration of multimodal Omics and Clinical data for Enhanced Understanding of Post-Acute Infection Syndromes<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/aid-pais\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"1\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/aerialist\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\"  height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/03\/aeralist-285x300-143x150.png\" class=\"pt-cv-thumbnail img-rounded lazyload\" alt=\"AERIALIST\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/03\/aeralist-285x300-143x150.png\" data-sizes=\"(max-width: 143px) 100vw, 143px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 143px; --smush-placeholder-aspect-ratio: 143\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/aerialist\/\" class=\"_self cvplbd\" target=\"_self\" >AERIALIST<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">An european doctoral network focused on developing intelligent and assistive health technologies for the use in unsupervised or home settings.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/aerialist\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"pt-cv-gls-F\" class=\"pt-cv-gls-group\"><div class=\"pt-cv-gls-header\">F<\/div><div class=\"pt-cv-gls-content\"><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"0\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/fedcov\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/project-225x150.jpg\" class=\"pt-cv-thumbnail img-rounded cvp-substitute lazyload\" alt=\"FedCov\" title=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 225px; --smush-placeholder-aspect-ratio: 225\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/fedcov\/\" class=\"_self cvplbd\" target=\"_self\" >FedCov<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">Prediction of long-\/post-COVID by artificial intelligence using a federated learning approach on German cohort data.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/fedcov\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"pt-cv-gls-I\" class=\"pt-cv-gls-group\"><div class=\"pt-cv-gls-header\">I<\/div><div class=\"pt-cv-gls-content\"><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"0\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/ixautoml\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\"  height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/04\/Logo_ixAutoML-e1684851195957-300x249-181x150.png\" class=\"pt-cv-thumbnail img-rounded lazyload\" alt=\"ixAutoML\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/04\/Logo_ixAutoML-e1684851195957-300x249-181x150.png\" data-sizes=\"(max-width: 181px) 100vw, 181px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 181px; --smush-placeholder-aspect-ratio: 181\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/ixautoml\/\" class=\"_self cvplbd\" target=\"_self\" >ixAutoML<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">Making automatic machine learning systems more human-centered by enabling interactivity and explainability.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/ixautoml\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"pt-cv-gls-L\" class=\"pt-cv-gls-group\"><div class=\"pt-cv-gls-header\">L<\/div><div class=\"pt-cv-gls-content\"><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"0\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/lumen\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\"  height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/03\/Lumen-768x198-582x150.webp\" class=\"pt-cv-thumbnail img-rounded lazyload\" alt=\"LUMEN\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/03\/Lumen-768x198-582x150.webp\" data-sizes=\"(max-width: 582px) 100vw, 582px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 582px; --smush-placeholder-aspect-ratio: 582\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/lumen\/\" class=\"_self cvplbd\" target=\"_self\" >LUMEN<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">The LUMEN project is a pioneering initiative to transform cross-domain collaboration and discovery in Mathematics (Maths), Social Sciences and Humanities (SSH), Earth System (ES), and Molecular Dynamics (MD).<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/lumen\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"pt-cv-gls-M\" class=\"pt-cv-gls-group\"><div class=\"pt-cv-gls-header\">M<\/div><div class=\"pt-cv-gls-content\"><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"0\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/mdps\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/02\/Kombi_h_Kofinanziert_EU_EFN_POS_RGB-scaled-1530x150.png\" class=\"pt-cv-thumbnail img-rounded cvp-substitute lazyload\" alt=\"MDPS\" title=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1530px; --smush-placeholder-aspect-ratio: 1530\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/mdps\/\" class=\"_self cvplbd\" target=\"_self\" >MDPS<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">Development of a multi-modal demand prediction system<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/mdps\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"1\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/motores\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2024\/09\/Motores-Logo.png\" class=\"pt-cv-thumbnail img-rounded cvp-substitute lazyload\" alt=\"MoToRes\" title=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 235px; --smush-placeholder-aspect-ratio: 235\/90;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/motores\/\" class=\"_self cvplbd\" target=\"_self\" >MoToRes<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">Route recommendations for individual user needs, regional specifics and optimal utilisation of transport and attractions.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/motores\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"pt-cv-gls-O\" class=\"pt-cv-gls-group\"><div class=\"pt-cv-gls-header\">O<\/div><div class=\"pt-cv-gls-content\"><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"0\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/opt4dac\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/project-225x150.jpg\" class=\"pt-cv-thumbnail img-rounded cvp-substitute lazyload\" alt=\"Opt4DAC\" title=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 225px; --smush-placeholder-aspect-ratio: 225\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/opt4dac\/\" class=\"_self cvplbd\" target=\"_self\" >Opt4DAC<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">Opt4DAC aims for informed, on-the-fly selection of black-box optimizers, targeting different problem instances and stages of the optimization problem.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/opt4dac\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"1\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/online-optimierung\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\"  height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/project-300x200-225x150.jpg\" class=\"pt-cv-thumbnail img-rounded lazyload\" alt=\"Online Optimierung\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/project-300x200-225x150.jpg\" data-sizes=\"(max-width: 225px) 100vw, 225px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 225px; --smush-placeholder-aspect-ratio: 225\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/online-optimierung\/\" class=\"_self cvplbd\" target=\"_self\" >Online Optimierung<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">The goal of the project is to develop and investigate online convex optimization (OCO)-based control schemes for general cost functions and constraints without relying on restrictive assumptions.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/online-optimierung\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"pt-cv-gls-R\" class=\"pt-cv-gls-group\"><div class=\"pt-cv-gls-header\">R<\/div><div class=\"pt-cv-gls-content\"><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"0\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/rushmore\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/06\/rushmore_logo-184x150.png\" class=\"pt-cv-thumbnail img-rounded cvp-substitute lazyload\" alt=\"RUSHMORE\" title=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 184px; --smush-placeholder-aspect-ratio: 184\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/rushmore\/\" class=\"_self cvplbd\" target=\"_self\" >RUSHMORE<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">Mobility data, synthetic data generation and specialised machine learning models for spatio-temporal knowledge transfer.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/rushmore\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"1\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/recitals\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/03\/logo-266x150.png\" class=\"pt-cv-thumbnail img-rounded cvp-substitute lazyload\" alt=\"RECITALS\" title=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 266px; --smush-placeholder-aspect-ratio: 266\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/recitals\/\" class=\"_self cvplbd\" target=\"_self\" >RECITALS<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">RECITALS- an open-source platform for privacy-preserving data sharing and identity management using cryptography, federated learning, and AI.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/recitals\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"2\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/romeo\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\"  height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2024\/02\/ROMEO-logo-300x176-256x150.png\" class=\"pt-cv-thumbnail img-rounded lazyload\" alt=\"ROMEO\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2024\/02\/ROMEO-logo-300x176-256x150.png\" data-sizes=\"(max-width: 256px) 100vw, 256px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 256px; --smush-placeholder-aspect-ratio: 256\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/romeo\/\" class=\"_self cvplbd\" target=\"_self\" >ROMEO<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">The ROMEO project aims to improve multimodal (kinesthetic and tactile) information integration for robot-mediated remote manipulation.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/romeo\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"3\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/robotics-lab\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\"  height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/real-ai-1110x9999-1-300x200-225x150.jpeg\" class=\"pt-cv-thumbnail img-rounded lazyload\" alt=\"Robotics Lab\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/real-ai-1110x9999-1-300x200-225x150.jpeg\" data-sizes=\"(max-width: 225px) 100vw, 225px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 225px; --smush-placeholder-aspect-ratio: 225\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/robotics-lab\/\" class=\"_self cvplbd\" target=\"_self\" >Robotics Lab<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">The L3S\u2019s Robot Learning Lab works on foundational research to develop increasingly autonomous assistive systems.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/robotics-lab\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"pt-cv-gls-S\" class=\"pt-cv-gls-group\"><div class=\"pt-cv-gls-header\">S<\/div><div class=\"pt-cv-gls-content\"><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"0\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/siswiss\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\"  height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/06\/siswiss-300x171-263x150.jpeg\" class=\"pt-cv-thumbnail img-rounded lazyload\" alt=\"SisWiss\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/06\/siswiss-300x171-263x150.jpeg\" data-sizes=\"(max-width: 263px) 100vw, 263px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 263px; --smush-placeholder-aspect-ratio: 263\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/siswiss\/\" class=\"_self cvplbd\" target=\"_self\" >SisWiss<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">The SisWiss project aims to combine the development of theoretical approaches for the certification of an LLM with concrete security tests.<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/siswiss\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"1\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/swiftt\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd\" target=\"_self\" ><img decoding=\"async\"  height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/04\/Swiftt-Project-300x200-225x150.jpg\" class=\"pt-cv-thumbnail img-rounded lazyload\" alt=\"Logo of Swiftt Project\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/04\/Swiftt-Project-300x200-225x150.jpg\" data-sizes=\"(max-width: 225px) 100vw, 225px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 225px; --smush-placeholder-aspect-ratio: 225\/150;\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/swiftt\/\" class=\"_self cvplbd\" target=\"_self\" >SWIFTT<\/a><\/h4>\n<div class=\"pt-cv-ctf-list\" data-cvc=\"1\"><div class=\"col-md-12 pt-cv-ctf-column\"><div class=\"pt-cv-custom-fields pt-cv-ctf-_aioseo_description\"><div class=\"pt-cv-ctf-value\">SWIFTT will provide forest managers with affordable, simple and effective remote sensing tools backed up by powerful machine learning models. It will offer a holistic health monitoring service to detect and map various risks for forests and their managers<\/div><\/div><\/div><\/div>\n<div class=\"pt-cv-content\"><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/swiftt\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\">Weiterlesen<\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t<style type=\"text\/css\" id=\"pt-cv-inline-style-cd6addekmw\">#pt-cv-view-30289edsek  { margin-top: 10px !important; margin-bottom: 10px !important; }\n#pt-cv-view-30289edsek .pt-cv-ifield { padding-top: 20px !important; padding-left: 40px !important; padding-bottom: 20px !important; padding-right: 100px !important; }\n#pt-cv-view-30289edsek .pt-cv-title a, #pt-cv-view-30289edsek  .panel-title { font-family: 'Noto Sans', Arial, serif !important; font-size: 20px !important; line-height: 1.3 !important; color: #03304c !important; font-weight: 600 !important; }\n#pt-cv-view-30289edsek  .pt-cv-title a:hover, #pt-cv-view-30289edsek  .panel-title:hover   { font-family: 'Noto Sans', Arial, serif !important; 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}\n#pt-cv-gls-30289edsek li a.pt-active   { font-family: 'Noto Sans', Arial, serif !important; color: #4a8bb1 !important; font-weight: 600 !important; }\n#pt-cv-view-30289edsek .pt-cv-gls-header  { font-family: 'Noto Sans', Arial, serif !important; font-size: 20px !important; line-height: 1.3 !important; color: #ffffff !important; background-color: #03304c !important; font-weight: 600 !important; }\n#pt-cv-view-30289edsek .img-rounded, #pt-cv-view-30289edsek .pt-cv-hover-wrapper { -webkit-border-radius: 10px !important; -moz-border-radius: 10px !important; border-radius: 10px !important; }\n#pt-cv-view-30289edsek .pt-cv-cap-w-img { border-bottom-left-radius: 10px !important; border-bottom-right-radius: 10px !important; }\n#pt-cv-view-30289edsek { text-align: left; }<\/style>\r\n\t\t\t<link href='\/\/fonts.googleapis.com\/css?family=Noto+Sans' rel='stylesheet' type='text\/css'><\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Einer der Forschungsschwerpunkte der L3S im Bereich der k\u00fcnstlichen Intelligenz ist das maschinelle Lernen und Deep Learning.<\/p>","protected":false},"author":7,"featured_media":0,"parent":2010,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[],"class_list":["post-22574","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-06-24 15:00:37","action":"category","newStatus":"draft","terms":[75],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/22574","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=22574"}],"version-history":[{"count":0,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/22574\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/2010"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=22574"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=22574"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=22574"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}