Quantum algorithms for nearest-neighbor methods for supervised and unsupervised learning
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[1] William Nick Street,et al. Breast Cancer Diagnosis and Prognosis Via Linear Programming , 1995, Oper. Res..
[2] Yoshua. Bengio,et al. Learning Deep Architectures for AI , 2007, Found. Trends Mach. Learn..
[3] Keinosuke Fukunaga,et al. A Branch and Bound Algorithm for Computing k-Nearest Neighbors , 1975, IEEE Transactions on Computers.
[4] Tzyh Jong Tarn,et al. Quantum Reinforcement Learning , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[5] Daniel A. Spielman,et al. Exponential algorithmic speedup by a quantum walk , 2002, STOC '03.
[6] Lov K. Grover,et al. Creating superpositions that correspond to efficiently integrable probability distributions , 2002, quant-ph/0208112.
[7] Masoud Mohseni,et al. Quantum support vector machine for big feature and big data classification , 2013, Physical review letters.
[8] Canada.,et al. Data Mining and Machine Learning in Astronomy , 2009, 0906.2173.
[9] Christoph Dürr,et al. A Quantum Algorithm for Finding the Minimum , 1996, ArXiv.
[10] Barry C. Sanders,et al. Simulating quantum dynamics on a quantum computer , 2010, 1011.3489.
[11] Gilles Brassard,et al. Machine Learning in a Quantum World , 2006, Canadian AI.
[12] Felix Wu,et al. The quantum query complexity of approximating the median and related statistics , 1998, STOC '99.
[13] Robert J. Brunner,et al. Robust Machine Learning Applied to Astronomical Data Sets. III. Probabilistic Photometric Redshifts for Galaxies and Quasars in the SDSS and GALEX , 2008, 0804.3413.
[14] Amnon Ta-Shma,et al. Adiabatic quantum state generation and statistical zero knowledge , 2003, STOC '03.
[15] S. Lloyd,et al. Quantum algorithms for supervised and unsupervised machine learning , 2013, 1307.0411.
[16] Paul Compton,et al. Inductive knowledge acquisition: a case study , 1987 .
[17] Nathan Wiebe,et al. Hamiltonian simulation using linear combinations of unitary operations , 2012, Quantum Inf. Comput..
[18] J. Whitfield,et al. Simulation of electronic structure Hamiltonians using quantum computers , 2010, 1001.3855.
[19] Ilse C. F. Ipsen,et al. Importance Sampling for a Monte Carlo Matrix Multiplication Algorithm, with Application to Information Retrieval , 2011, SIAM J. Sci. Comput..
[20] Dénes Petz,et al. On asymptotics of large Haar distributed unitary matrices , 2004, Period. Math. Hung..
[21] Seth Lloyd,et al. Quantum random access memory. , 2007, Physical review letters.
[22] M. Hastings,et al. Can quantum chemistry be performed on a small quantum computer , 2013 .
[23] Ilya Levner,et al. Feature selection and nearest centroid classification for protein mass spectrometry , 2005, BMC Bioinformatics.
[24] Anil K. Jain. Data clustering: 50 years beyond K-means , 2008, Pattern Recognit. Lett..
[25] N. Soonthornphisaj,et al. Anti-spam filtering: a centroid-based classification approach , 2002, 6th International Conference on Signal Processing, 2002..
[26] G. Brassard,et al. Quantum Amplitude Amplification and Estimation , 2000, quant-ph/0005055.
[27] R. Tibshirani,et al. Diagnosis of multiple cancer types by shrunken centroids of gene expression , 2002, Proceedings of the National Academy of Sciences of the United States of America.
[28] Peter E. Hart,et al. Nearest neighbor pattern classification , 1967, IEEE Trans. Inf. Theory.
[29] S. P. Lloyd,et al. Least squares quantization in PCM , 1982, IEEE Trans. Inf. Theory.
[30] J. MacQueen. Some methods for classification and analysis of multivariate observations , 1967 .
[31] Steven T. Flammia,et al. Quantum tomography via compressed sensing: error bounds, sample complexity and efficient estimators , 2012, 1205.2300.
[32] Oliver Kramer,et al. Detecting Quasars in Large-Scale Astronomical Surveys , 2010, 2010 Ninth International Conference on Machine Learning and Applications.
[33] R. Cleve,et al. Quantum fingerprinting. , 2001, Physical review letters.
[34] D. Cory,et al. Hamiltonian learning and certification using quantum resources. , 2013, Physical review letters.