Quantum Machine Learning

28 November 2016

Jacob Biamonte

Papers citing "Quantum Machine Learning"

50 / 133 papers shown

Title
Quantum neural network autoencoder and classifier applied to an industrial case study Stefano Mangini A. Marruzzo M. Piantanida D. Gerace D. Bajoni C. Macchiavello AI4CE 33 16 0 09 May 2022
Group-Invariant Quantum Machine Learning Martín Larocca F. Sauvage Faris M. Sbahi Guillaume Verdon Patrick J. Coles M. Cerezo AI4CE 24 118 0 04 May 2022
Quantum Semi-Supervised Kernel Learning Seyran Saeedi Ali (Aliakbar) Panahi Tom Arodz SSL 19 5 0 22 Apr 2022
Experimental quantum adversarial learning with programmable superconducting qubits W. Ren Weikang Li Shibo Xu Ke Wang Wenjie Jiang ... Zhen Wang Jacob Biamonte Chao Song D. Deng H. Wang AAML 36 89 0 04 Apr 2022
Analytic theory for the dynamics of wide quantum neural networks Junyu Liu K. Najafi Kunal Sharma F. Tacchino Liang Jiang Antonio Mezzacapo 27 52 0 30 Mar 2022
AI for Next Generation Computing: Emerging Trends and Future Directions S. Gill Minxian Xu Carlo Ottaviani Panos Patros Rami Bahsoon ... R. Sakellariou Schahram Dustdar Omer F. Rana Ivona Brandić Steve Uhlig 25 389 0 05 Mar 2022
Quantum Reinforcement Learning via Policy Iteration El Amine Cherrat Iordanis Kerenidis A. Prakash 43 23 0 03 Mar 2022
Optimal quantum dataset for learning a unitary transformation Zhan Yu Xuanqiang Zhao Benchi Zhao Xin Wang 24 8 0 01 Mar 2022
The complexity of quantum support vector machines Gian Gentinetta Arne Thomsen David Sutter Stefan Woerner 45 41 0 28 Feb 2022
Cyber-Physical Defense in the Quantum Era Michel Barbeau Joaquín García 25 10 0 21 Feb 2022
A Classical-Quantum Convolutional Neural Network for Detecting Pneumonia from Chest Radiographs V. Kulkarni S. Pawale A. Kharat 19 12 0 19 Feb 2022
Systematic Literature Review: Quantum Machine Learning and its applications David Peral García Juan Cruz-Benito Francisco José García-Penalvo 35 120 0 11 Jan 2022
Quantum activation functions for quantum neural networks Marco Maronese C. Destri E. Prati AI4CE 11 31 0 10 Jan 2022
Efficient Quantum Feature Extraction for CNN-based Learning Tong Dou Guofeng Zhang W. Cui 31 13 0 04 Jan 2022
Experimental quantum advantage with quantum coupon collector Min-Gang Zhou Xiao-Yu Cao Yu-Shuo Lu Yang Wang Yu Bao Zhao Jia Yao Fu Hua‐Lei Yin Zeng-Bing Chen 17 31 0 15 Dec 2021
Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze Han Zheng Zimu Li Junyu Liu Sergii Strelchuk Risi Kondor 53 54 0 14 Dec 2021
Quantum-Assisted Support Vector Regression Archismita Dalal Mohsen Bagherimehrab B. Sanders 18 4 0 17 Nov 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 10 355 0 09 Nov 2021
Representation Learning via Quantum Neural Tangent Kernels Junyu Liu F. Tacchino Jennifer R. Glick Liang Jiang Antonio Mezzacapo 30 60 0 08 Nov 2021
Subtleties in the trainability of quantum machine learning models Supanut Thanasilp Samson Wang Nhat A. Nghiem Patrick J. Coles M. Cerezo 38 61 0 27 Oct 2021
Application of quantum computing to a linear non-Gaussian acyclic model for novel medical knowledge discovery H. Kawaguchi MedIm 32 6 0 09 Oct 2021
Representation of binary classification trees with binary features by quantum circuits R. Heese P. Bickert A. Niederle 26 19 0 30 Aug 2021
Grover's Algorithm for Question Answering Adriana D. Correia M. Moortgat H. Stoof 19 5 0 09 Jun 2021
Encoding-dependent generalization bounds for parametrized quantum circuits Matthias C. Caro Elies Gil-Fuster Johannes Jakob Meyer Jens Eisert R. Sweke UQCV 16 101 0 07 Jun 2021
A Review of Machine Learning Classification Using Quantum Annealing for Real-world Applications R. K. Nath Himanshu Thapliyal Travis S. Humble AI4CE 20 32 0 05 Jun 2021
Towards understanding the power of quantum kernels in the NISQ era Xinbiao Wang Yuxuan Du Yong Luo Dacheng Tao 38 68 0 31 Mar 2021
Quantum federated learning through blind quantum computing Weikang Li Sirui Lu D. Deng FedML 27 82 0 15 Mar 2021
Facial Expression Recognition on a Quantum Computer R. Mengoni Massimiliano Incudini Alessandra Di Pierro CVBM 11 18 0 09 Feb 2021
Practical distributed quantum information processing with LOCCNet Xuanqiang Zhao Benchi Zhao Zihe Wang Zhixin Song Xin Wang 41 30 0 28 Jan 2021
On the statistical complexity of quantum circuits Kaifeng Bu D. E. Koh Lu Li Qingxian Luo Yaobo Zhang 53 43 0 15 Jan 2021
Information-theoretic bounds on quantum advantage in machine learning Hsin-Yuan Huang R. Kueng J. Preskill 74 213 0 07 Jan 2021
Connecting ansatz expressibility to gradient magnitudes and barren plateaus Zoë Holmes Kunal Sharma M. Cerezo Patrick J. Coles 145 423 0 06 Jan 2021
Quantum Technology for Economists Isaiah Hull Or Sattath E. Diamanti G. Wendin 12 18 0 08 Dec 2020
Absence of Barren Plateaus in Quantum Convolutional Neural Networks Arthur Pesah M. Cerezo Samson Wang T. Volkoff A. Sornborger Patrick J. Coles 22 278 0 05 Nov 2020
A rigorous and robust quantum speed-up in supervised machine learning Yunchao Liu Srinivasan Arunachalam K. Temme 36 529 0 05 Oct 2020
Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing Maurice Weber Nana Liu Bo-wen Li Ce Zhang Zhikuan Zhao AAML 37 28 0 21 Sep 2020
Quantum Discriminator for Binary Classification Prasanna Date Wyatt Smith 11 14 0 02 Sep 2020
Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces Takahiro Goto Quoc Hoan Tran Kohei Nakajima 27 64 0 01 Sep 2020
A divide-and-conquer algorithm for quantum state preparation Israel F. Araujo D. Park Francesco Petruccione A. J. D. Silva 21 171 0 04 Aug 2020
On the Quantum versus Classical Learnability of Discrete Distributions R. Sweke Jean-Pierre Seifert D. Hangleiter Jens Eisert 30 92 0 28 Jul 2020
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 143 655 0 28 Jul 2020
Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets Kunal Sharma M. Cerezo Zoë Holmes L. Cincio A. Sornborger Patrick J. Coles 16 48 0 09 Jul 2020
The prospects of quantum computing in computational molecular biology C. Outeiral M. Strahm Jiye Shi Garrett M. Morris S. Benjamin Charlotte M. Deane 45 177 0 26 May 2020
Quantum Natural Language Processing on Near-Term Quantum Computers K. Meichanetzidis S. Gogioso G. Felice Nicolò Chiappori Alexis Toumi B. Coecke 44 67 0 08 May 2020
Variational Quantum Eigensolver for Frustrated Quantum Systems Alexey Uvarov Jacob Biamonte D. Yudin 13 52 0 01 May 2020
Quantum noise protects quantum classifiers against adversaries Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao Nana Liu AAML 22 110 0 20 Mar 2020
Single-exposure absorption imaging of ultracold atoms using deep learning G. Ness Anastasiya Vainbaum Constantine Shkedrov Yanay Florshaim Y. Sagi 19 12 0 03 Mar 2020
Temporal Information Processing on Noisy Quantum Computers Jiayin Chen H. Nurdin N. Yamamoto 11 86 0 26 Jan 2020
Quantum Machine Learning Algorithm for Knowledge Graphs Yunpu Ma Volker Tresp 19 11 0 04 Jan 2020
Transfer learning in hybrid classical-quantum neural networks A. Mari T. Bromley J. Izaac Maria Schuld N. Killoran 19 282 0 17 Dec 2019