114 citations · 267 across the 11 of their papers we have counts for
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quant-ph2021★ 10 cited
Progress towards analytically optimal angles in quantum approximate optimisation
D. Rabinovich, R. Sengupta, E. Campos +2
The Quantum Approximate Optimisation Algorithm is a layer, time-variable split operator method executed on a quantum processor and driven to convergence by classical outer loop…
quant-ph2021★ 49 cited
Training Saturation in Layerwise Quantum Approximate Optimisation
E. Campos, D. Rabinovich, V. Akshay +1
Quantum Approximate Optimisation (QAOA) is the most studied gate based variational quantum algorithm today. We train QAOA one layer at a time to maximize overlap with an qubit…
quant-ph2021★ 114 cited
Parameter Concentration in Quantum Approximate Optimization
V. Akshay, D. Rabinovich, E. Campos +1
The quantum approximate optimization algorithm (QAOA) has become a cornerstone of contemporary quantum applications development. In QAOA, a quantum circuit is trained -- by repeate…