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Thesis : Memorization in Deep Learning

SCAI PhD thesis
Deep Neural Networks obtain outstanding performances on many benchmarks, yet the key ingredient of their success remains unknown. During this PhD, we propose to study those attributes both from a theoretical and numerical point of view: what is their nature, how are they learned, how are they stored?

This PhD research project has been submitted for a funding request to “Sorbonne Center for Artificial Intelligence (SCAI)”. The PhD candidate selected by the project leader will therefore participate in the project selection process (including a file and an interview) to obtain funding.

More details here

Contact :Sylvain Lamprier

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