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20212026
most citedBarren Plateaus in Variational Quantum Computing

221 citations · 237 across the 6 of their papers we have counts for

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6 papers

quant-ph2026

The Quantum Composition Paradox

Jacob Biamonte

Quantum theory does not generally permit the probability laws obtained from individual unitary steps by the Born rule to be sewn into a consistent genealogy; we classify the except…

quant-ph2026

Quantum State Certification via Effective Parent Hamiltonians from Local Measurement Data

Guy-Philippe Nadon, Guanyi Heng, Pacôme Gasnier +8

The preparation and certification of quantum states is a fundamental challenge across quantum information technology. We introduce a tomography-free state certification method that…

quant-ph2024★ 221 cited

Barren Plateaus in Variational Quantum Computing

Martin Larocca, Supanut Thanasilp, Samson Wang +7

Variational quantum computing offers a flexible computational paradigm with applications in diverse areas. However, a key obstacle to realizing their potential is the Barren Platea…

quant-ph2024★ 6 cited

Improving Quantum Approximate Optimization by Noise-Directed Adaptive Remapping

Filip B. Maciejewski, Jacob Biamonte, Stuart Hadfield +1

We present Noise-Directed Adaptive Remapping (NDAR), a heuristic algorithm for approximately solving binary optimization problems by leveraging certain types of noise. We consider…

quant-ph2023

On Commutative Penalty Functions in Parent-Hamiltonian Constructions

Jacob Biamonte

There are several known techniques to construct a Hamiltonian with an expected value that is minimized uniquely by a given quantum state. Common approaches include the parent Hamil…

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…