Problem-Dependent Power of Quantum Neural Networks on Multi-Class
Classification

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Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification

29 December 2022

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Papers citing "Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification"

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Title
Predicting Many Properties of a Quantum System from Very Few Measurements Hsin-Yuan Huang R. Kueng J. Preskill 53 1,107 0 18 Feb 2020
Learning Parities with Neural Networks Amit Daniely Eran Malach 63 78 0 18 Feb 2020
Quantum Adversarial Machine Learning Sirui Lu L. Duan D. Deng AAML 71 102 0 31 Dec 2019
Deep Double Descent: Where Bigger Models and More Data Hurt Preetum Nakkiran Gal Kaplun Yamini Bansal Tristan Yang Boaz Barak Ilya Sutskever 121 942 0 04 Dec 2019
Information Scrambling in Quantum Neural Networks Huitao Shen Pengfei Zhang Yi-Zhuang You H. Zhai GNN 53 46 0 26 Sep 2019
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 97 893 0 18 Jun 2019
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications Yuxuan Du Min-hsiu Hsieh Dacheng Tao 62 23 0 21 Apr 2019
Uniform convergence may be unable to explain generalization in deep learning Vaishnavh Nagarajan J. Zico Kolter MoMe AI4CE 81 314 0 13 Feb 2019
Reconciling modern machine learning practice and the bias-variance trade-off M. Belkin Daniel J. Hsu Siyuan Ma Soumik Mandal 240 1,650 0 28 Dec 2018
Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers Zeyuan Allen-Zhu Yuanzhi Li Yingyu Liang MLT 199 773 0 12 Nov 2018
A Convergence Theory for Deep Learning via Over-Parameterization Zeyuan Allen-Zhu Yuanzhi Li Zhao Song AI4CE ODL 264 1,463 0 09 Nov 2018
A Grover-search Based Quantum Learning Scheme for Classification Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao 46 38 0 17 Sep 2018
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 84 1,831 0 30 Apr 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 92 1,821 0 29 Mar 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,904 0 25 Aug 2017
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,066 0 20 Dec 2014
Robustness and Generalization Huan Xu Shie Mannor OOD 191 461 0 13 May 2010