[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-fr-114":3,"doc-seo-291071-114":48,"doc-detail-291071-fr":122},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,21,24,28,32,36,40,44],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},67,"Document","Général",61,"general",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},66,"Art de vivre",60,"lifestyle",{"id":11,"doc_module":4,"doc_module_name":9,"category_name":19,"show_sort_weight":16,"slug":20},"Bande dessinée","comic",{"id":16,"doc_module":4,"doc_module_name":9,"category_name":22,"show_sort_weight":16,"slug":23},"Examen","exam",{"id":25,"doc_module":4,"doc_module_name":9,"category_name":26,"show_sort_weight":16,"slug":27},59,"Littérature","literature",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":16,"slug":31},64,"Recherche & Rapport","research-report",{"id":33,"doc_module":4,"doc_module_name":9,"category_name":34,"show_sort_weight":16,"slug":35},58,"Récits & Romans","story-novel",{"id":37,"doc_module":4,"doc_module_name":9,"category_name":38,"show_sort_weight":16,"slug":39},65,"Religion & Spiritualité","religion-spirituality",{"id":41,"doc_module":4,"doc_module_name":9,"category_name":42,"show_sort_weight":16,"slug":43},63,"Santé & Soins","healthcare",{"id":45,"doc_module":4,"doc_module_name":9,"category_name":46,"show_sort_weight":16,"slug":47},62,"Technologie","technology",{"code":4,"msg":49,"data":50},"ok",{"site_id":51,"language":52,"slug":53,"title":54,"keywords":55,"description":56,"schema_data":57,"social_meta":115,"head_meta":117,"extra_data":119,"updated_unix":121},114,"fr","thesis-no-12-067-robust-machine-learning-for-neuroscientific-inference-presented-on-january-17-2024","Thèse n° 12 067 - Robust machine learning for neuroscientific inference - Présentée le 17 janvier 2024","","Page de présentation et remerciements d’une thèse de doctorat intitulée « Robust machine learning for neuroscientific inference », présentée le 17 janvier 2024 à la Faculté des sciences de la vie, dans le cadre du Programme doctoral en neurosciences de la Chaire Fondation Bertarelli de Neuroscience Intégrative. Le texte situe le travail de recherche de Steffen Schneider et formule une reconnaissance aux directeurs de thèse, rapporteurs et membres du jury. La section remerciements décrit le parcours de doctorat, l’accompagnement d’advisors, les collaborations, des visites et résidences, ainsi que l’importance de la rigueur et du soutien scientifique et personnel.",{"@graph":58,"@context":114},[59,76,97],{"@type":60,"itemListElement":61},"BreadcrumbList",[62,67,70,73],{"item":63,"name":64,"@type":65,"position":66},"https://docshare.wps.com","Home","ListItem",1,{"item":68,"name":9,"@type":65,"position":69},"https://docshare.wps.com/fr/document/",2,{"item":71,"name":30,"@type":65,"position":72},"https://docshare.wps.com/fr/document/recherche-rapport/",3,{"item":74,"name":54,"@type":65,"position":75},"https://docshare.wps.com/fr/document/thesis-no-12-067-robust-machine-learning-for-neuroscientific-inference-presented-on-january-17-2024/291071/",4,{"url":74,"name":54,"@type":77,"image":78,"author":83,"headline":54,"publisher":86,"fileFormat":89,"inLanguage":52,"description":56,"dateModified":90,"datePublished":91,"encodingFormat":89,"isAccessibleForFree":92,"interactionStatistic":93},"DigitalDocument",{"url":79,"@type":80,"width":81,"height":82},"https://docshare.wps.com/thumbnails/thesis-no-12-067-robust-machine-learning-for-neuroscientific-inference-presented-on-january-17-2024/291071.png","ImageObject",300,407,{"name":84,"@type":85},"Evangeline","Person",{"url":63,"name":87,"@type":88},"DocShare","Organization","application/pdf","2026-10-01","2026-09-17",true,{"@type":94,"interactionType":95,"userInteractionCount":69},"InteractionCounter",{"@type":96},"ViewAction",{"@type":98,"mainEntity":99},"FAQPage",[100,106,110],{"name":101,"@type":102,"acceptedAnswer":103},"Quelle est la date de présentation de la thèse ?","Question",{"text":104,"@type":105},"La thèse est présentée le 17 janvier 2024.","Answer",{"name":107,"@type":102,"acceptedAnswer":108},"Qui sont les principaux directeurs de thèse mentionnés ?",{"text":109,"@type":105},"Les remerciements citent notamment Matthias Bethge et Mackenzie Mathis comme directeurs de thèse.",{"name":111,"@type":102,"acceptedAnswer":112},"Quel est le rôle des membres du jury dans le document ?",{"text":113,"@type":105},"Le document indique que la thèse est acceptée sur proposition du jury, avec des personnes citées comme président du jury, directeurs de thèse et rapporteurs.","https://schema.org",{"og:url":74,"og:type":116,"og:title":54,"og:site_name":87,"og:description":56},"article",{"robots":118,"canonical":74},"index,follow",{"doc_id":120,"site_id":51},291071,1790823900,{"code":4,"msg":5,"data":123},{"doc_id":120,"user_id":124,"nickname":84,"user_avatar":125,"doc_module":4,"category_id":29,"category_name":30,"doc_title":54,"doc_description":56,"doc_content":126,"file_id":127,"file_url":128,"file_type":129,"file_size":130,"view_count":69,"is_deleted":4,"is_public":66,"is_downloadable":66,"audit_status":66,"page_count":131,"language":132,"language_code":52,"site_id":51,"html_lang":52,"table_of_contents":133,"faqs":134,"seo_title":135,"seo_description":56,"update_tm":136,"read_time":137},13056703019662,"https://ap-avatar.wpscdn.com/avatar/be000253a8e92610077?_k=1778726343310543188","Thèse n° 12 067  \nRobust machine learning for neuroscientific inference  \nPrésentée le 17 janvier 2024  \nFaculté des sciences de la vie  \nChaire Fondation Bertarelli de Neuroscience Intégrative Programme doctoral en neurosciences  \npour l’obtention du grade de Docteur ès Sciences  \npar  \nSteffen SCHNEIDER  \nAcceptée sur proposition du jury  \nProf. C. Petersen, président du jury  \nProf. M. Mathis, Prof. M. Bethge, directeurs de thèse Prof. A. Hyvärinen, rapporteur  \nProf. A. Pouget, rapporteur Prof. V. Cevher, rapporteur  \n2024  \nL’art est fait pour troubler, la science rassure.  \n– Georges Braque  \nFür meine Großmutter Thea Rinscheid, und in Erinnerung an meine Großeltern  \nHerbert Rinscheid, Marianne & Norbert Schneider  \nAcknowledgements  \nDoing a PhD was quite a journey, and I was fortunate to meet a lot of amazing people along the way. I want to firstly thank my two PhD advisors, Matthias Bethge and Mackenzie Mathis.  \nWhen I first met Mackenzie during a short visit to her lab at the Rowland in 2019, it was inspiring (and still is) to see her vision on studying adaptive behavior and the energy that goes into pursuing her research program. I was the first PhD student to join the lab, and hence experienced much of the process of building a research team from the start. Over the years, I was fortunate to work with her on ambitious and long-term projects, and I am grateful for the numerous hours of time she invested into mentoring me. As someone good at programming but without any experience shipping software to the research community, it was inspiring to see the amount of work it takes to make scientific software (like DeepLabCut) successful, and the effort Mackenzie puts into open software herself. Mackenzie profoundly influenced my own approach to science, especially through to the rigor she applies when discussing research, and her great eye for detail (I would have never imagined my PhD advisor helping to align elements in my paper figures, among other examples) .  \nI met Matthias a bit before Mackenzie when applying for PhD positions in 2018, eventually writing my Master’s thesis in his lab – my first contact to domain adaptation research. Back then, he was leading one of the few NeuroAI labs around the world. It was interesting to see the organization structure of a bigger lab with multiple existing collaborations tackling various aspects of neuroscience research merged with machine learning. When I mentioned that I was interested in sensorimotor research (to study adaptation from the perspective of ML and neuroscience), Matthias put me in touch with Mackenzie, which was the start of the best PhD setup I could have possibly hoped for. I thank him for his openness for collaboration, which was also implemented within the lab culture and helped with getting started. I thank him for many inspirational ideas, and also flexibility to explore and pursue my own. With the Tübingen AI Center and ELLIS, Matthias also created a unique research environment in Tübingen and beyond, which added a lot to my experience, and made this form of joint PhD possible. Another very influential person that made my PhD journey enjoyable is my partner, Luisa Eck. I am grateful for having her on my side, navigating academia is much more manageable and enjoyable as a team. We also started collaborating at some point  \nrobust machine learning ii  \n(potentially due to being each other’s only in-person contact during the COVID-19 pandemic) which became a lot of fun, and is still ongoing. Luisa taught me a lot about doing science without a computer, and it was great to ponder about ML theory together.  \nIt also meant a lot to get appreciation and a good scientific discussion after presenting my thesis work. I want to thank the members of my thesis committee, Carl Petersen, Aapo Hyvärinen, Volkan Cevher and Alex Pouget for their time and effort assessing and discussing my thesis. I want to thank Aapo, for all his inspiring work on contrastive learning and","cbCaid8aYUw3HEK6","https://ap.wps.com/l/cbCaid8aYUw3HEK6","pdf",65977008,399,"French","# Remerciements\n## Soutien des directeurs de thèse et mentors\n## Environnements de recherche et collaborations","[{\"question\":\"Quelle est la date de présentation de la thèse ?\",\"answer\":\"La thèse est présentée le 17 janvier 2024.\"},{\"question\":\"Qui sont les principaux directeurs de thèse mentionnés ?\",\"answer\":\"Les remerciements citent notamment Matthias Bethge et Mackenzie Mathis comme directeurs de thèse.\"},{\"question\":\"Quel est le rôle des membres du jury dans le document ?\",\"answer\":\"Le document indique que la thèse est acceptée sur proposition du jury, avec des personnes citées comme président du jury, directeurs de thèse et rapporteurs.\"}]","Thèse n° 12 067 - Robust machine learning for neuroscientific inference - Présentée le 17 janvier 2024 | PDF",1789643368,614]