Quantum tangent kernel

Quantum tangent kernel

4 November 2021

Norihito Shirai

Papers citing "Quantum tangent kernel"

13 / 13 papers shown

Title
Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational Training M. E. Sahin Benjamin C. B. Symons Pushpak Pati F. Minhas Declan Millar M. Gabrani J. Robertus Stefano Mensa 42 6 0 05 Jan 2024
A quatum inspired neural network for geometric modeling Weitao Du Shengchao Liu Xuecang Zhang AI4CE 43 0 0 03 Jan 2024
A Unified Framework for Trace-induced Quantum Kernels Beng Yee Gan Daniel Leykam Supanut Thanasilp 29 7 0 22 Nov 2023
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels Xuchen You Shouvanik Chakrabarti Boyang Chen Xiaodi Wu 42 10 0 26 Mar 2023
Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification Yuxuan Du Yibo Yang Dacheng Tao Min-hsiu Hsieh 61 23 0 29 Dec 2022
The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning Massimiliano Incudini Michele Grossi Antonio Mandarino S. Vallecorsa Alessandra Di Pierro David Windridge 54 7 0 22 Dec 2022
Laziness, Barren Plateau, and Noise in Machine Learning Junyu Liu Zexi Lin Liang Jiang 43 21 0 19 Jun 2022
A Convergence Theory for Over-parameterized Variational Quantum Eigensolvers Xuchen You Shouvanik Chakrabarti Xiaodi Wu 63 34 0 25 May 2022
Analytic theory for the dynamics of wide quantum neural networks Junyu Liu K. Najafi Kunal Sharma F. Tacchino Liang Jiang Antonio Mezzacapo 36 52 0 30 Mar 2022
Quantum Lazy Training E. Abedi Salman Beigi Leila Taghavi 37 6 0 16 Feb 2022
Infinite Neural Network Quantum States: Entanglement and Training Dynamics Di Luo James Halverson 38 6 0 01 Dec 2021
Generalization in quantum machine learning from few training data Matthias C. Caro Hsin-Yuan Huang M. Cerezo Kunal Sharma A. Sornborger L. Cincio Patrick J. Coles 43 359 0 09 Nov 2021
Representation Learning via Quantum Neural Tangent Kernels Junyu Liu F. Tacchino Jennifer R. Glick Liang Jiang Antonio Mezzacapo 35 61 0 08 Nov 2021