Efficient Learning for Deep Quantum Neural Networks

27 February 2019

Papers citing "Efficient Learning for Deep Quantum Neural Networks"

49 / 149 papers shown

Title
Recent advances for quantum classifiers Weikang Li D. Deng AAML 39 84 0 30 Aug 2021
Quantum Topological Data Analysis with Linear Depth and Exponential Speedup Shashanka Ubaru I. Akhalwaya M. Squillante K. Clarkson L. Horesh 20 26 0 05 Aug 2021
Quantum Artificial Intelligence for the Science of Climate Change Manmeet Singh C. Dhara Adarsh Kumar S. Gill Steve Uhlig AI4CE 14 15 0 28 Jul 2021
Quantum Measurement Classification with Qudits Diego H. Useche Andres Giraldo-Carvajal Hernan M. Zuluaga-Bucheli J. Jaramillo-Villegas Fabio A. González 11 11 0 20 Jul 2021
A Leap among Quantum Computing and Quantum Neural Networks: A Survey F. V. Massoli Lucia Vadicamo Giuseppe Amato Fabrizio Falchi 25 32 0 06 Jul 2021
Quantum Annealing Formulation for Binary Neural Networks Michele Sasdelli Tat-Jun Chin MQ 27 16 0 05 Jul 2021
Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity Wei-Ming Li Shi-Ju Ran 13 2 0 01 Jul 2021
Quantum Data Compression and Quantum Cross Entropy Shangnan Zhou 9 5 0 25 Jun 2021
Accelerating variational quantum algorithms with multiple quantum processors Yuxuan Du Yan Qian Dacheng Tao 9 8 0 24 Jun 2021
QuantumFed: A Federated Learning Framework for Collaborative Quantum Training Qi Xia Qun Li FedML 11 28 0 16 Jun 2021
The dilemma of quantum neural networks Yan Qian Xinbiao Wang Yuxuan Du Xingyao Wu Dacheng Tao 21 30 0 09 Jun 2021
Quantum Federated Learning with Quantum Data Mahdi Chehimi Walid Saad FedML 27 70 0 30 May 2021
IGO-QNN: Quantum Neural Network Architecture for Inductive Grover Oracularization Areeq I. Hasan GNN 11 1 0 25 May 2021
A Quantum Hopfield Associative Memory Implemented on an Actual Quantum Processor N. Miller Saibal Mukhopadhyay 19 9 0 25 May 2021
Equivalence of quantum barren plateaus to cost concentration and narrow gorges A. Arrasmith Zoë Holmes M. Cerezo Patrick J. Coles 30 140 0 12 Apr 2021
Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems Yifan Zhou Peng Zhang 8 39 0 10 Apr 2021
quantum Case-Based Reasoning (qCBR) Parfait Atchade Adelomou Daniel Casado Fauli Elisabet Golobardes Ribé X. Vilasís-Cardona 13 12 0 01 Apr 2021
Quantum Self-Supervised Learning Ben Jaderberg L. W. Anderson Weidi Xie Samuel Albanie M. Kiffner D. Jaksch SSL 21 39 0 26 Mar 2021
Quantum Machine Learning with HQC Architectures using non-Classically Simulable Feature Maps Syed Farhan Ahmad Raghav Rawat Minal Moharir 25 8 0 21 Mar 2021
QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer Robin Lorenz A. Pearson K. Meichanetzidis Dimitri Kartsaklis B. Coecke 27 109 0 25 Feb 2021
Quantum Cross Entropy and Maximum Likelihood Principle Shangnan Zhou Yixu Wang 11 8 0 23 Feb 2021
Quantum machine learning with adaptive linear optics Ulysse Chabaud D. Markham A. Sohbi 13 21 0 08 Feb 2021
Effects of quantum resources on the statistical complexity of quantum circuits Kaifeng Bu D. E. Koh Lu Li Qingxian Luo Yaobo Zhang 14 13 0 05 Feb 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
Learning quantum data with the quantum Earth Mover's distance B. Kiani Giacomo De Palma M. Marvian Zi-Wen Liu S. Lloyd 21 45 0 08 Jan 2021
Deep Reinforcement Learning with Quantum-inspired Experience Replay Qing Wei Hailan Ma Chunlin Chen D. Dong 8 70 0 06 Jan 2021
Quantum Optical Convolutional Neural Network: A Novel Image Recognition Framework for Quantum Computing Rishab Parthasarathy Rohan T. Bhowmik 16 25 0 19 Dec 2020
Variational Quantum Algorithms M. Cerezo A. Arrasmith Ryan Babbush S. Benjamin Suguru Endo ... Jarrod R. McClean K. Mitarai Xiao Yuan L. Cincio Patrick J. Coles 56 2,453 0 16 Dec 2020
A hybrid quantum-classical neural network with deep residual learning Yanying Liang Wei Peng Zhu-Jun Zheng Olli Silvén Guoying Zhao 23 45 0 14 Dec 2020
Quantum Circuit Design Search Mohammad Pirhooshyaran T. Terlaky 16 37 0 07 Dec 2020
Grammar-aware sentence classification on quantum computers K. Meichanetzidis Alexis Toumi Giovanni de Felice B. Coecke GNN 20 27 0 07 Dec 2020
Effect of barren plateaus on gradient-free optimization A. Arrasmith M. Cerezo Piotr Czarnik L. Cincio Patrick J. Coles 40 212 0 24 Nov 2020
Non-trivial symmetries in quantum landscapes and their resilience to quantum noise Enrico Fontana M. Cerezo A. Arrasmith I. Rungger Patrick J. Coles 22 22 0 17 Nov 2020
Chaos and Complexity from Quantum Neural Network: A study with Diffusion Metric in Machine Learning S. Choudhury Ankan Dutta Debisree Ray 22 21 0 16 Nov 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
Quantum Superposition Inspired Spiking Neural Network Yinqian Sun Yi Zeng Tielin Zhang 11 22 0 23 Oct 2020
Quantum Deformed Neural Networks Roberto Bondesan Max Welling AI4CE 15 4 0 21 Oct 2020
Quantum circuit architecture search for variational quantum algorithms Yuxuan Du Tao Huang Shan You Min-hsiu Hsieh Dacheng Tao 44 133 0 20 Oct 2020
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 140 655 0 28 Jul 2020
Enhanced Quantum Key Distribution using Hybrid Channels and Natural Random Numbers H. Rana Nitin Verma 9 1 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
Quantum Computing Methods for Supervised Learning V. Kulkarni Milind Kulkarni Aniruddha Pant 6 29 0 22 Jun 2020
Variational Quantum Singular Value Decomposition Xin Wang Zhixin Song Youle Wang DRL 23 64 0 03 Jun 2020
Trainability of Dissipative Perceptron-Based Quantum Neural Networks Kunal Sharma M. Cerezo L. Cincio Patrick J. Coles GNN 23 149 0 26 May 2020
Advances in Quantum Deep Learning: An Overview Siddhant Garg Goutham Ramakrishnan 8 54 0 08 May 2020
ExpDNN: Explainable Deep Neural Network Chi-Hua Chen FAtt XAI 6 1 0 26 Apr 2020
Quantum subspace alignment for domain adaptation Xi He 15 8 0 08 Jan 2020
Information Scrambling in Quantum Neural Networks Huitao Shen Pengfei Zhang Yi-Zhuang You H. Zhai GNN 14 46 0 26 Sep 2019
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 27 869 0 18 Jun 2019