On barren plateaus and cost function locality in variational quantum
algorithms

On barren plateaus and cost function locality in variational quantum algorithms

20 November 2020

Jacob Biamonte

Papers citing "On barren plateaus and cost function locality in variational quantum algorithms"

11 / 11 papers shown

Title
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits Kaining Zhang Liu Liu Min-hsiu Hsieh Dacheng Tao 109 62 0 20 Feb 2025
Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey Jack Cunningham Jun Zhuang 68 4 0 25 Jul 2024
Layerwise learning for quantum neural networks Andrea Skolik Jarrod R. McClean Masoud Mohseni Patrick van der Smagt Martin Leib 56 286 0 26 Jun 2020
Trainability of Dissipative Perceptron-Based Quantum Neural Networks Kunal Sharma M. Cerezo L. Cincio Patrick J. Coles GNN 56 148 0 26 May 2020
Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum Circuits M. Cerezo A. Sone T. Volkoff L. Cincio Patrick J. Coles 63 124 0 02 Jan 2020
Stochastic gradient descent for hybrid quantum-classical optimization R. Sweke Frederik Wilde Johannes Jakob Meyer Maria Schuld Paul K. Fährmann Barthélémy Meynard-Piganeau Jens Eisert 47 240 0 02 Oct 2019
Reachability Deficits in Quantum Approximate Optimization V. Akshay H. Philathong Mauro E. S. Morales J. Biamonte 40 132 0 26 Jun 2019
Machine Learning Phase Transitions with a Quantum Processor Alexey Uvarov A. Kardashin Jacob Biamonte 37 64 0 24 Jun 2019
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 81 1,826 0 30 Apr 2018
Towards Quantum Machine Learning with Tensor Networks W. Huggins P. Patil K. B. Whaley E. Stoudenmire 100 346 0 30 Mar 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 89 1,821 0 29 Mar 2018