Quantum mechanics is the study of the dynamics of particles at its most fundamental level. The state of a particle, such as its position or momentum, is described by a statistical distribution given ...
Abstract: The rapid development of Machine Learning (ML) algorithms across domains necessitates efficient Hyperparameter Optimization (HPO) to tailor models to specific tasks. Classical HPO techniques ...
Abstract: The Quantum Approximate Optimization Algorithm (QAOA) is a promising method for solving combinatorial optimization problems on near-term quantum devices. However, as the cost Hamiltonian ...
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