Large gradients via correlation in random parameterized quantum circuits

Noise Resilience of Variational Quantum Compiling

(2020) Kunal Sharma et al.   NEW JOURNAL OF PHYSICS

Variational quantum state preparation via quantum data buses

(2020) Viacheslav V. Kuzmin et al.   Quantum

An Adaptive Optimizer for Measurement-Frugal Variational Algorithms

(2020) Jonas M. Kübler et al.   Quantum

Stochastic gradient descent for hybrid quantum-classical optimization

(2020) Ryan Sweke et al.   Quantum

Variational consistent histories as a hybrid algorithm for quantum foundations

(2019) Andrew Arrasmith et al.   Nature Communications

Variational quantum state diagonalization

(2019) Ryan LaRose et al.   npj Quantum Information

Quantum convolutional neural networks

(2019) Iris Cong et al.   Nature Physics

Barren plateaus in quantum neural network training landscapes

(2018) Jarrod R. McClean et al.   Nature Communications

Quantum Algorithm for Systems of Linear Equations with Exponentially Improved Dependence on Precision

(2017) Andrew M. Childs et al.   SIAM JOURNAL ON COMPUTING

Efficient Variational Quantum Simulator Incorporating Active Error Minimization

(2017) Ying Li et al.   Physical Review X

Local Random Quantum Circuits are Approximate Polynomial-Designs

(2016) Fernando G. S. L. Brandão et al.   COMMUNICATIONS IN MATHEMATICAL PHYSICS

The theory of variational hybrid quantum-classical algorithms

(2016) Jarrod R McClean et al.   NEW JOURNAL OF PHYSICS

A variational eigenvalue solver on a photonic quantum processor

(2014) Alberto Peruzzo et al.   Nature Communications