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quant-ph2024
Quantum Approximate -Minimum Finding
Minbo Gao, Zhengfeng Ji, Qisheng Wang
Quantum -minimum finding is a fundamental subroutine with numerous applications in combinatorial problems and machine learning. Previous approaches typically assume oracle acces…
cs.LG2024
Quantum Maximum Entropy Inference and Hamiltonian Learning
Minbo Gao, Zhengfeng Ji, Fuchao Wei
Maximum entropy inference and learning of graphical models are pivotal tasks in learning theory and optimization. This work extends algorithms for these problems, including general…