Aktuelle Jobs im Zusammenhang mit PhD Researcher in Interpretable Machine Learning - Munich, Bayern - Statistical Learning and Data Science - Ludwig Maximilian University of Munich - Munich Center for Machine Learning
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Munich, Bayern, Deutschland Statistical Learning and Data Science - Ludwig Maximilian University of Munich - Munich Center for Machine Learning VollzeitResearch OpportunitiesWe are seeking a highly motivated and talented PhD researcher to join our team at the Statistical Learning and Data Science department at the Ludwig Maximilian University of Munich, in collaboration with the Munich Center for Machine Learning.The successful candidate will have the opportunity to conduct research at the intersection of...
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Munich, Bayern, Deutschland Statistical Learning and Data Science - Ludwig Maximilian University of Munich - Munich Center for Machine Learning VollzeitResearch OpportunitiesWe are seeking a highly motivated and talented PhD researcher to join our team at the Statistical Learning and Data Science department at the Ludwig Maximilian University of Munich, in collaboration with the Munich Center for Machine Learning.The successful candidate will have the opportunity to conduct research at the intersection of...
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Munich, Bayern, Deutschland Statistical Learning and Data Science - Ludwig Maximilian University of Munich - Munich Center for Machine Learning VollzeitResearch OpportunityWe are seeking a highly motivated and talented researcher to join our team at the Ludwig Maximilian University of Munich, as part of the Munich Center for Machine Learning. The successful candidate will have the opportunity to conduct research at the intersection of machine learning and statistics, focusing on the advancement of...
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Munich, Bayern, Deutschland Statistical Learning and Data Science - Ludwig Maximilian University of Munich - Munich Center for Machine Learning VollzeitResearch OpportunityWe are seeking a highly motivated and talented researcher to join our team at the Ludwig Maximilian University of Munich, as part of the Munich Center for Machine Learning. The successful candidate will have the opportunity to conduct research at the intersection of machine learning and statistics, focusing on the advancement of...
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Research Scientist in Machine Learning Interpretability
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PhD Researcher in Deep Learning for Imaging
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Munich, Bayern, Deutschland Technical University of Munich VollzeitPhD Researcher in Machine Learning for ImagingWe are seeking a highly motivated and talented researcher to join our team at the Technical University of Munich (TUM) as a PhD researcher in machine learning for imaging. Our group is part of the School of Computation, Information and Technology and works on developing algorithms and foundations for deep...
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PhD Researcher in Deep Learning for Imaging
vor 2 Wochen
Munich, Bayern, Deutschland Technical University of Munich VollzeitPhD Researcher in Machine Learning for ImagingWe are seeking a highly motivated and talented researcher to join our team at the Technical University of Munich (TUM) as a PhD researcher in machine learning for imaging. Our group is part of the School of Computation, Information and Technology and works on developing algorithms and foundations for deep...
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Munich, Bayern, Deutschland Technical University of Munich VollzeitPhD Position in Machine Learning-Powered Molecular SimulationsWe are seeking a highly motivated PhD student to join our research group at the Technical University of Munich. The successful candidate will work on developing novel computational frameworks for discovering rational design rules of peptide-based materials used in emerging technologies.Key...
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Munich, Bayern, Deutschland Technical University of Munich VollzeitPhD Position in Machine Learning-Powered Molecular SimulationsWe are seeking a highly motivated PhD student to join our research group at the Technical University of Munich. The successful candidate will work on developing novel computational frameworks for discovering rational design rules of peptide-based materials used in emerging technologies.Key...
PhD Researcher in Interpretable Machine Learning
vor 2 Monaten
Unlocking the Black Box: PhD Position in Interpretable Machine Learning and Explainable AI
The Statistical Learning and Data Science group at Ludwig Maximilian University of Munich (LMU), led by Prof. Dr. Bernd Bischl, is seeking a highly motivated PhD candidate to join our cutting-edge research on interpretable machine learning (ML) and explainable AI (XAI). This position offers an exciting opportunity to contribute to the advancement of ML techniques that provide transparent and understandable insights into model decision-making processes.
Your Research Focus:
As a PhD researcher, you will delve into the world of interpretable machine learning, focusing on methods for analyzing and explaining predictive models trained on tabular data. Your research will encompass:
- Exploring regional explanations that bridge the gap between local and global interpretability.
- Developing innovative techniques to enhance the overall explainability of ML models.
- Conducting rigorous empirical evaluations of different interpretation methods.
Your Contributions:
You will actively participate in a collaborative research environment, contributing to scientific publications in top-tier journals and presenting your findings at international conferences. Your expertise will also be valuable in assisting with teaching tasks related to machine learning courses at LMU.
Ideal Candidate Profile:
- Master's degree in statistics, mathematics, data science, computer science, or a closely related field.
- Strong theoretical foundation in both machine learning and statistical modeling.
- Proficiency in programming languages such as R and/or Python.
- Excellent communication and interpersonal skills.
