Browsing Combinatorics and Optimization by Subject "quantum learning theory"
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Learning Quantum States Without Entangled Measurements
(University of Waterloo, 2021-10-22)How many samples of a quantum state are required to learn a complete description of it? As we will see in this thesis, the fine-grained answer depends on the measurements available to the learner, but in general it is at ... -
Quantum Compression and Quantum Learning via Information Theory
(University of Waterloo, 2020-12-21)This thesis consists of two parts: quantum compression and quantum learning theory. A common theme between these problems is that we study them through the lens of information theory. We first study the task of visible ...