On generalisation and learning: Generalisation bounds for deep neural networks

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I gave a talk at the 52èmes Journées de Statistique, the annual flagship conference of the French Statistical Society (SFdS), as part of the topical session by the MALIA group of which I am a founder and former president. You can access the slides.