494 citations · 4.5k across the 123 of their papers we have counts for
6 papers · 2 filters
Hierarchy of quantum operations in manipulating coherence and entanglement
Hayata Yamasaki, Madhav Krishnan Vijayan, Min-Hsiu Hsieh
Quantum resource theory under different classes of quantum operations advances multiperspective understandings of inherent quantum-mechanical properties, such as quantum coherence…
Quantum algorithm for finding the negative curvature direction in non-convex optimization
Kaining Zhang, Min-Hsiu Hsieh, Liu Liu +1
We present an efficient quantum algorithm aiming to find the negative curvature direction for escaping the saddle point, which is the critical subroutine for many second-order non-…
Quantum algorithm for estimating Renyi entropies of quantum states
Sathyawageeswar Subramanian, Min-Hsiu Hsieh
We describe a quantum algorithm to estimate the -Renyi entropy of an unknown density matrix for by combining the recent technique of quan…
Simple Bounds for One-shot Pure-State Distillation in General Resource Theories
Madhav Krishnan Vijayan, Eric Chitambar, Min-Hsiu Hsieh
We present bounds for distilling many copies of a pure state from an arbitrary initial state in a general quantum resource theory. Our bounds apply to operations that are able to g…
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications
Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao
The exploration of quantum algorithms that possess quantum advantages is a central topic in quantum computation and quantum information processing. One potential candidate in this…
Quantum Speedup in Adaptive Boosting of Binary Classification
Ximing Wang, Yuechi Ma, Min-Hsiu Hsieh +1
In classical machine learning, a set of weak classifiers can be adaptively combined to form a strong classifier for improving the overall performance, a technique called adaptive b…