Cost Function Dependent Barren Plateaus in Shallow Parametrized ...
Cost function dependent barren plateaus in shallow parametrized ...
Our first result states that defining C in terms of global observables leads to exponentially vanishing gradients (ie, barren plateaus) even when V(θ) is ...
Cost Function Dependent Barren Plateaus in Shallow Parametrized ...
Abstract page for arXiv paper 2001.00550: Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum Circuits.
Cost function dependent barren plateaus in shallow parametrized ...
Variational quantum algorithms (VQAs) optimize the parameters θ of a parametrized quantum circuit V ( θ ) to minimize a cost function C . While VQAs may ...
Cost function dependent barren plateaus in shallow parametrized ...
The authors explore the feasibility of training depending on the type of cost functions, showing that local ones are less prone to the barren plateau ...
Cost function dependent barren plateaus in shallow parametrized ...
Cost function dependent barren plateaus in shallow parametrized quantum circuits - Los Alamos National Laboratory - Journal article.
Cost function dependent barren plateaus in shallow parametrized ...
Our first result states that defining C in terms of global observables leads to exponentially vanishing gradients (i.e., barren plateaus) even when V(θ) is ...
Cost function dependent barren plateaus in shallow parametrized ...
Our first result states that defining C in terms of global observables leads to exponentially vanishing gradients (i.e., barren plateaus) even ...
Cost function dependent barren plateaus in shallow parametrized ...
Cost function dependent barren plateaus in shallow parametrized quantum circuits. M. Cerezo,; Akira Sone,; Tyler Volkoff,; Lukasz Cincio,; Patrick J. Coles.
Cost function dependent barren plateaus in shallow parametrized ...
This page is a summary of: Cost function dependent barren plateaus in shallow parametrized quantum circuits , Nature Communications, March 2021, Springer ...
Cost-Function-Dependent Barren Plateaus in Shallow Quantum ...
Cost-Function-Dependent Barren Plateaus in Shallow Quantum Neural Networks · M. Cerezo, A. Sone, +2 authors. Patrick J. Coles · Published in arXiv.org 2 January ...
Cost function dependent barren plateaus in shallow parametrized ...
Hence, several VQAs in the literature must revise their proposed costs. On the other hand, our second result states that defining C with local ...
Q2B 2020 | Cost-Function-Dependent Barren Plateaus in ... - YouTube
Q2B 2020 | Cost-Function-Dependent Barren Plateaus in Shallow Quantum Neural Networks. 278 views · 3 years ago ...more. QC Ware. 4.47K.
Cost function dependent barren plateaus in shallow parametrized ...
Cost function dependent barren plateaus in shallow parametrized quantum circuits. https://doi.org/10.1038/s41467-021-21728-w ·. Journal: Nature Communications ...
Cost-Function-Dependent Barren Plateaus in Shallow Quantum ...
Cost-Function-Dependent Barren Plateaus in Shallow Quantum Neural Networks: Paper and Code. Variational quantum algorithms (VQAs) optimize the parameters ...
Cost-Function-Dependent Barren Plateaus in Shallow Quantum ...
Request PDF | Cost-Function-Dependent Barren Plateaus in Shallow Quantum Neural Networks | Variational quantum algorithms (VQAs) optimize the parameters ...
Cost Function Dependent Barren Plateaus in Shallow Parametrized ...
Variational quantum algorithms (VQAs) optimize the parameters $\vec{\theta}$ of a parametrized quantum circuit $V(\vec{\theta})$ to minimize ...
T.J. Volkoff - Google 学术搜索
Cost function dependent barren plateaus in shallow parametrized quantum circuits. M Cerezo, A Sone, T Volkoff, L Cincio, PJ Coles. Nature communications 12 (1), ...
Cost function dependent barren plateaus in shallow parametrized ...
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Cost function dependent barren plateaus in shallow parametrized ...
Cost function dependent barren plateaus in shallow parametrized quantum circuits. Nat. Commun. Pub Date : 2021-03-19. DOI : 10.1038/s41467-021-21728-w. M ...