Estimating Quantum Entropy
The entropy of a quantum system is a measure of its randomness, and has applications in measuring quantum entanglement. We study the problem of estimating the von Neumann entropy, S(), and R矇nyi entropy, S帢() of an unknown mixed quantum state in d dimensions, given access to independent copies of . We provide algorithms with copy complexity O(d2/帢) for estimating S帢() for 帢 <; 1, and copy complexity O(d2) for estimating S(), and S帢() for non-integral 帢 > 1.