| [1]Hilbert M, López P.The world’s technological capacity to store,communicate,and compute information[J].Science, 2011, 332(6025):60-65
[2]Feynman R P.Simulating physics with computers [M]. CRC Press, 2018, 133-153.
[3]Montanaro A.Quantum algorithms: an overviewnpj Quantum Information. 2016,2(1): 1-8.[J].npj Quantum Information, 2016, 2(1):1-8
[4]Rebentrost P, Mohseni M, Lloyd S.Quantum support vector machine for big data classification[J].Physical Review Letters, 2014, 113(13):1-5
[5]Schuld M, Fingerhuth M, Petruccione F.Implementing a distance-based classifier with a quantum interference circuit[J].Europhysics Letters, 2017, 119(6):1-7
[6]Wiebe N, Kapoor A, Svore K M.Quantum nearest-neighbor algorithms for machine learning[J].Quantum Information & Computation, 2015, 15(3-4):318-358
[7]Pudenz K L, Lidar D A.Quantum adiabatic machine learning[J].Quantum Information Processing, 2013, 12(5):2027-2070
[8]Lu C Y, Guo G D, Lin S.Bayesian Binary Classification Algorithm Based on Quantum Counting[J].Journal of Nanjing normal University, 2021, 44(04):117-121
[9]陆春悦, 郭躬德, 林崧.基于量子计数的贝叶斯二元分类算法[J].南京师大学报自然科学版, 2021, 44(04):117-121
[10]Xu Y Z, Guo G D, Cai B B, et al.Quantum clustering algorithm based on one-dimensional three-state quantum walk[J].Computer Science, 2016, 43(3):80-83
[11]徐永振, 郭躬德, 蔡彬彬, 等.基于一维三态量子游走的量子聚类算法[J].计算机科学, 2016, 43(3):80-83
[12]Llet R, Ortiz M C, Sarabia L A, et al.Selecting variables for k-means cluster analysis by using a genetic algorithm that optimises the silhouettes[J].Analytica Chimica Acta, 2004, 515(1):87-100
[13]Lloyd S, Mohseni M, Rebentrost P.Quantum principal component analysis[J].Nature Physics, 2014, 10(9):631-633
[14]Yu C H, Gao F, Lin S, et al.Quantum data compression by principal component analysis[J].Quantum Information Processing, 2019, 18(8):1-20
[15]Cong I, Duan L.Quantum discriminant analysis for dimensionality reduction and classification[J].New Journal of Physics, 2016, 18(7):1-10
[16]Chen S L, Huang C H.Construction of continuous-variable coherent state quantum neural network model[J].Chinese Journal of Quantum Electronics, 2017, 34(4):467-472
[17]陈珊琳, 黄春晖.连续变量相干态量子神经网络模型的构建[J].量子电子学报, 2017, 34(4):467-472
[18]Cong I, Choi S, Lukin M D.Quantum convolutional neural networks[J].Nature Physics, 2019, 15(12):1273-1278
[19]Rebentrost P, Bromley T R, Weedbrook C, et al.Quantum Hopfield neural network[J].Physical Review A, 2018, 98(4):1-11
[20]Zhao Z, Pozas-Kerstjens A, Rebentrost P, et al.Bayesian deep learning on a quantum computer[J].Quantum Machine Intelligence, 2019, 1(1):41-51
[21]Harrow A W, Hassidim A, Lloyd S.Quantum algorithm for linear systems of equations[J].Physical Review Letters, 2009, 103(15):1-4
[22]Wiebe N, Braun D, Lloyd S.Quantum algorithm for data fitting[J].Physical Review Letters, 2012, 109(5):1-5
[23]Schuld M, Sinayskiy I, Petruccione F.Prediction by linear regression on a quantum computer[J].Physical Review A, 2016, 94(2):1-5
[24]Liu Y, Zhang S.Fast quantum algorithms for least squares regression and statistic leverage scores[J].Theoretical Computer Science, 2017, 657(2):38-47
[25]Yu C H, Gao F, Wen Q Y.An improved quantum algorithm for ridge regression[J].IEEE Transactions on Knowledge and Data Engineering, 2019, 33(3):858-866
[26]Chen M H, Yu C H, Guo G D, et al.Faster quantum ridge regression algorithm for prediction[J].International Journal of Machine Learning and Cybernetics, 2022, 13(4):1-8
[27]Hoerl A E, Kennard R W.Ridge regression: Biased estimation for nonorthogonal problems[J].Technometrics, 1970, 12(1):55-67
[28]Giovannetti V, Lloyd S, Maccone L.Quantum random access memory[J].Physical Review Letters, 2008, 100(16):1-4
[29]Kaneko K, Miyamoto K, Takeda N, et al.Linear regression by quantum amplitude estimation and its extension to convex optimization[J].Physical Review A, 2021, 104(2):1-12
[30]Mu?oz-Coreas E, Thapliyal H.Quantum circuit design of a t-count optimized integer multiplier[J].IEEE Transactions on Computers, 2018, 68(5):729-739
[31]Kerenidis I, Prakash A.Quantum recommendation systems[J].arXiv, 2016, 1603(03):08675-08675
[32]Wossnig L, Zhao Z, Prakash A.Quantum linear system algorithm for dense matrices[J].Physical Review Letters, 2018, 120(5):1-5
[33]Brassard G, Hoyer P, Mosca M, et al.Quantum amplitude amplification and estimation[J].Contemporary Mathematics, 2002, 305(4):53-74
[34]Chen S, Liu Y, Lyu M R, et al.Fast Relative-Error Approximation Algorithm for Ridge Regression[C]//Uncertainty in Artificial Intelligence. AUAI Press, 2015: 201-210.
|
