I will discuss new quantum Rényi divergences defined via a convex optimization program and their applications to quantum Shannon theory and to computing key rates for device-independent protocols.
Based on joint works with Peter Brown and Hamza Fawzi https://arxiv.org/abs/2007.12575 and https://arxiv.org/abs/2007.12576.
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