Researcher profile
Shinichi Nakajima
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Black-Box Decision based Adversarial Attack with Symmetric α-stable Distribution
2019
Developing techniques for adversarial attack and defense is an important research field for establishing reliable machine learning and its applications. Many existing methods employ Gaussian random variables for exploring the data space to find the …
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Physics-Informed Bayesian Optimization of Variational Quantum Circuits
2024 · arXiv (Cornell University)
In this paper, we propose a novel and powerful method to harness Bayesian optimization for Variational Quantum Eigensolvers (VQEs) -- a hybrid quantum-classical protocol used to approximate the ground state of a quantum Hamiltonian. Specifically, …