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Aurelien Lucchi

2 years ago

Mathematics and Computer Science University of Basel in Switzerland

Degree Level

PhD

Field of study

Computer Science

Deadline

Expired

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Country

Switzerland

University

University of Basel

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École Polytechnique Fédérale de Lausanne

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École Polytechnique Fédérale de Lausanne

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Switzerland

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Keywords

Computer Science
Machine Learning
Deep Learning
Adaptive Systems
Resource Management
Resource Optimization
Mathematical Biology
Adaptive Methods
Theory Of Education
Theory And Practice
Biological Neural Networks
Ev Thermal Management/optimization For Cold Climates
Loss Landscape

About this position

The Optimization of Machine Learning Systems Group (Prof. A. Lucchi) at the Department of Mathematics and Computer Science at the University of Basel is looking for several PhD students and post-doctorate to work in the areas of optimization for machine learning, and theory of deep learning. Potential research topics include the development of adaptive optimization methods, the exploration of the loss landscape in deep neural networks, and the design of novel neural network architectures that enhance efficiency in both training and inference.Position available starting around November 2024 (position may begin later in the spring or summer 2025 based on agreement). The duration of a PhD in Switzerland is 4 years. Post-doctoral positions are initially for 2 years, with the potential for extension up to 4 years.See details here:…more
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Switzerland

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