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quant-ph2023★ 4 cited
Measurement-Based Control for Minimizing Energy Functions in Quantum Systems
Henrik Glavind Clausen, Salahuddin Abdul Rahman, Özkan Karabacak +1
In variational quantum algorithms (VQAs), the most common objective is to find the minimum energy eigenstate of a given energy Hamiltonian. In this paper, we consider the general p…
stat.ML2023★ 1 cited
PAC-Bayesian bounds for learning LTI-ss systems with input from empirical loss
Deividas Eringis, John Leth, Zheng-Hua Tan +2
In this paper we derive a Probably Approxilmately Correct(PAC)-Bayesian error bound for linear time-invariant (LTI) stochastic dynamical systems with inputs. Such bounds are widesp…