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of machine learning has recently been much impacted by deep learning. Deep neural networks are now at the basis of the state-of-the-art in computer vision, natural language processing, to cite just a few. While very effective, these models are computationally costly and require large quantities of data for their many parameters to be accurately estimated. Bayesian … Networks at the Unit Level. In International Conference on Machine Learning. Wilson, A. G.(2020). The case for Bayesian deep learning.arXiv preprint arXiv:2001.10995. Environment Inria is the French national research institute for digital science and technology. World-leading research and technological innovation are an integral part of its DNA. Inria's 3,500 researchers and engineers put More ❯