57 citations · 160 across the 13 of their papers we have counts for
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quant-ph2020
Reinforcement Learning with Neural Networks for Quantum Multiple Hypothesis Testing
Sarah Brandsen, Kevin D. Stubbs, Henry D. Pfister
Reinforcement learning with neural networks (RLNN) has recently demonstrated great promise for many problems, including some problems in quantum information theory. In this work, w…
quant-ph2020★ 3 cited
Explicit construction of optimal witnesses for input-output correlations attainable by quantum channels
Michele Dall'Arno, Sarah Brandsen, Francesco Buscemi
Given a quantum channel -- that is, a completely positive trace-preserving linear map -- as the only communication resource available between two parties, we consider the problem o…