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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…
cs.LG2021★ 7 cited
A Provably Efficient Algorithm for Linear Markov Decision Process with Low Switching Cost
Minbo Gao, Tianle Xie, Simon S. Du +1
Many real-world applications, such as those in medical domains, recommendation systems, etc, can be formulated as large state space reinforcement learning problems with only a smal…