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Research Opportunity
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Research Opportunity

Computer Science


Work description

- Generalization of the federated machine learning framework to various types of algorithms (not exclusively neural architectures) - Dealing with horizontally- and vertically-partitioned data - Investigation of privacy-preserving techniques and explainable methods - Energy optimization of distributed algorithms in multiple use cases - Publication of at least 3 scientific papers during the fellowship period - Submission of PhD Thesis

Academic Qualifications

Msc in Computer Science/Engineering, Computational Statistics or similar area

Minimum profile required

Master thesis or dissertation on machine learning

Preference factors

Msc thesis or dissertation and/or published papers on topics included in the work plan

Application Period

Since 05 Aug 2020 to 07 Sep 2020


Cluster / Centre

Computer Science / Artificial Intelligence and Decision Support

Scientific Advisor

João Gama