Avoiding barren plateaus in the variational determination of ...

We introduce a method capable of avoiding the BP phenomenon in the variational determination of the geometric measure of entanglement for a large number of ...

Avoiding barren plateaus in the variational determination of ... - arXiv

We introduce a method capable of avoiding the barren plateau phenomenon in the variational determination of the geometric measure of entanglement for a large ...

The barren plateau (BP) phenomenon is one of the main obstacles to implementing variational quantum algorithms in the current generation of ...

[PDF] Avoiding barren plateaus in the variational determination of ...

The barren plateau (BP) phenomenon is one of the main obstacles to implementing variational quantum algorithms in the current generation of quantum ...

(PDF) Avoiding barren plateaus in the variational determination of ...

The barren plateau phenomenon is one of the main obstacles to implementing variational quantum algorithms in the current generation of ...

BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms

Variational Quantum Algorithms (VQAs) offer a potential way of leveraging quantum computers alongside classical computers in a hybrid fashion.

Avoiding barren plateaus in the variational determination of ... - JYX

The barren plateau (BP) phenomenon is one of the main obstacles to implementing variational quantum algorithms in the current generation of quantum ...

Avoiding barren plateaus in the variational determination of ... - OUCI

Abstract The barren plateau (BP) phenomenon is one of the main obstacles to implementing variational quantum algorithms in the current generation of quantum ...

Avoiding Barren Plateaus - Pasqal

However, despite proven advantages, variational algorithms are limited by the existence of barren plateaus (BPs) , which are regions of the optimization ...

BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms

This paper proposes an alternative strategy which initializes the parameters of a unitary gate by drawing from a beta distribution, and empirically shows ...

Towards determining the presence of barren plateaus in some ...

In quantum chemistry, the variational quantum eigensolver (VQE) is a promising algorithm for molecular simulations on near-term quantum ...

BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms

In this paper, we propose an alternative strategy which initializes the parameters of a unitary gate by drawing from a beta distribution.

Avoiding Barren Plateaus Using Classical Shadows

Variational quantum algorithms are augmented by an additional subroutine that efficiently detects signatures of barren plateaus ...

BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms

Barren plateaus are a notorious problem in the optimization of variational quantum algorithms and pose a critical obstacle in the quest for more efficient ...

Engineered dissipation to mitigate barren plateaus - Nature

We will show how the addition of a proper non-unitary layer in the variational scheme allows the problem to be approximated with a local one ...

Hamiltonian variational ansatz without barren plateaus

The cost function landscape of a randomly initialized PQC is often too flat, asking for an exponential amount of quantum resources to find a ...

PDEs: Would you take a cup of tea with your Plateau? | Adrien Suau

Variational algorithms suffer from Barren Plateaus, a phenomenon that flatten the optimisation landscape. But what are the implications of ...

Diagnosing Barren Plateaus with Tools from Quantum Optimal Control

In this work, we provide a novel framework for diagnosing the presence or absence of Barren Plateaus (BPs) in variational quantum algorithms and quantum ...

Luciano Pereira Valenzuela on X: "Our most recent research ...

Our most recent research "Avoiding barren plateaus in the variational determination of geometric entanglement" is now available on arxiv!

Avoiding barren plateaus in the variational determination of ...

Avoiding barren plateaus in the variational determination of geometric entanglement. 幾何学的エンタングルメントの変分決定におけるBarrenプラトーの回避【JST ...