Quantum Reportsby Greek Quantum Gate

Variational Methods

2023 · 28 papers

A Unified Theory of Barren Plateaus for Deep Parametrized Quantum Circuits
2023

Ragone et al.

Variational Methods
A novel framework for Shot number minimization in Quantum Variational Algorithms
2023

Kahani, Nobakhti

Variational Methods
Adaptive variational quantum algorithms on a noisy intermediate scale quantum computer
2023

Feniou et al.

Variational Methods
Ansatz-Agnostic Exponential Resource Saving in Variational Quantum Algorithms Using Shallow Shadows
2023

Basheer et al.

Variational Methods
Can Variational Quantum Algorithms Demonstrate Quantum Advantages Time Really Matters
2023

Liu et al.

Variational Methods
Does provable absence of barren plateaus imply classical simulability Or why we need to rethink variational quantum computing
2023

Cerezo et al.

Variational Methods
Efficient estimation of trainability for variational quantum circuits
2023

Heyraud et al.

Variational Methods
Hamiltonian variational ansatz without barren plateaus
2023

Park, Killoran

Variational Methods
Hierarchical Learning for Quantum ML Novel Training Technique for Large-Scale Variational Quantum Circuits
2023

Gharibyan, Su, Tepanyan

Variational Methods
Hierarchical Multigrid Ansatz for Variational Quantum Algorithms
2023

Keller et al.

Variational Methods
Learning to learn with an evolutionary strategy applied to variational quantum algorithms
2023

Freidrich, Maziero

Variational Methods
Machine Learning Assisted Cognitive Construction of a Shallow Depth Dynamic Ansatz for Noisy Quantum Hardware
2023

Halder et al.

Variational Methods
NoRA A Tensor Network Ansatz for Volume-Law Entangled Equilibrium States of Highly Connected Hamiltonians
2023

Bettaque, Swingle

Variational Methods
On the gate-error robustness of variational quantum algorithms
2023

Rabinovich et al.

Variational Methods
Parametrized Quantum Circuits and their approximation capacities in the context of quantum machine learning
2023

Manzano et al.

Variational Methods
Preconditioning for a Variational Quantum Linear Solver
2023

Hosaka et al.

Variational Methods
Provable Advantage of Parameterized Quantum Circuit in Function Approximation
2023

Yu et al.

Variational Methods
SantaQlaus A resource-efficient method to leverage quantum shot-noise for optimization of variational quantum algorithms
2023

Ito, Fuji

Variational Methods
Simulating Quantum Mean Values in Noisy Variational Quantum Algorithms A Polynomial-Scale Approach
2023

Shao et al.

Variational Methods
Training variational quantum algorithms with random gate activation
2023

Liu et al.

Variational Methods
Variational Quantum Algorithms for Simulation of Lindblad Dynamics
2023

Watad, Lindner

Variational Methods
Variational Quantum Time Evolution without the Quantum Geometric Tensor
2023

Gacon et al.

Variational Methods
Variational quantum algorithm for experimental photonic multiparameter estimation
2023

Cimini et al.

Variational Methods
Variational quantum algorithm for unconstrained black box binary optimization Application to feature selection
2023

Zoufal et al.

Variational Methods
Variational quantum algorithms for machine learning
2023

Mangini

Variational Methods
Variational quantum regression algorithm with encoded data structure
2023

Wang, Bennink

Variational Methods
Variational quantum state discriminator for supervised machine learning
2023

Lee et al.

Variational Methods
Weight Re-Mapping for Variational Quantum Algorithms
2023

Kölle et al.

Variational Methods