JobsApplied and Numerical Analysis, Optimization and Data Analysis

Doctoral or Postdoctoral Researcher

Technische Universität München | Garching bei München, Germany

Classification: Theoretical Foundations of Deep Learning

Within the DFG Priority Program “Theoretical Foundations of Deep Learning” the research unit M15 "Applied and Numerical Analysis, Optimization and Data Analysis" at the Technical University of Munich, Department of Mathematics, invites applications for a research position on the theme “Implicit Bias and Low-Complexity Neural Networks” as a - Doctoral Researcher (pay scale 75% TVL E13, 3 years) or - Postdoctoral Researcher (pay scale 100% TVL E13, 2 years), starting January 1, 2022 or later. Ideal candidates have - a master's degree / doctoral degree in mathematics - a strong background in at least one of the following fields: machine learning, optimization, convex analysis, numerical analysis and algorithms; - substantial experience in numerical programming with Python, C/C++, Matlab or similar environments, - good command of the English language (knowledge of German is not required), and are interested in working on mathematical analysis of deep neural networks. For more information please contact Prof. Massimo Fornasier (massimo.fornasier@ma.tum.de). Applications should be sent to massimo.fornasier@ma.tum.de and should include - a CV, with a list of publications (for postdoctoral researchers), - copies of degrees / university transcripts, - a motivational statement (at most one page) explaining the applicant's interest in the position as well as their relevant skills and experience, - names and email addresses of at least one (for doctoral researchers) or two (for postdoctoral researchers) professors that may provide letters of recommendation directly to the hiring committee. Review of applications will begin on November 1, 2021 and continue until this position is filled. TUM is an equal opportunity employer. As such, we explicitly encourage applications from women. Applications from disabled persons with essentially the same qualifications will be given preference. Data Protection: With your application for a position at the Technical University of Munich, (TUM) you naturally send us personal data. Please observe our data protection information in accordance with Article 13 of the German Data Protection Law (DSGVO) under http://go.tum.de/554159 regarding the storage and usage of your personal data as submitted in connection with your application. By sending your application, you confirm that you acknowledge the data protection information of the TUM.

Last updated: 16 October 2021

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Apply by 30 December 2021

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