Recent advances in quantum machine learning

[1]  Masoud Mohseni,et al.  Quantum support vector machine for big feature and big data classification , 2013, Physical review letters.

[2]  Christof Zalka GROVER'S QUANTUM SEARCHING ALGORITHM IS OPTIMAL , 1997, quant-ph/9711070.

[3]  Lov K. Grover Quantum Mechanics Helps in Searching for a Needle in a Haystack , 1997, quant-ph/9706033.

[4]  S. Aaronson Read the fine print , 2015, Nature Physics.

[5]  DiVincenzo Two-bit gates are universal for quantum computation. , 1994, Physical review. A, Atomic, molecular, and optical physics.

[6]  Chiara Macchiavello,et al.  An artificial neuron implemented on an actual quantum processor , 2018, npj Quantum Information.

[7]  Luming Duan,et al.  Quantum discriminant analysis for dimensionality reduction and classification , 2015, 1510.00113.

[8]  D.M. Mount,et al.  An Efficient k-Means Clustering Algorithm: Analysis and Implementation , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[9]  G. Long,et al.  Phase Matching in Quantum Searching , 1999, quant-ph/9906020.

[10]  Davide Anguita,et al.  Quantum optimization for training support vector machines , 2003, Neural Networks.

[11]  S. Lloyd,et al.  Quantum principal component analysis , 2013, Nature Physics.

[12]  Christopher J. C. Burges,et al.  A Tutorial on Support Vector Machines for Pattern Recognition , 1998, Data Mining and Knowledge Discovery.

[13]  Jiangfeng Du,et al.  Experimental realization of a quantum support vector machine. , 2015, Physical review letters.

[14]  Wei Hu Empirical Analysis of a Quantum Classifier Implemented on IBM’s 5Q Quantum Computer , 2018 .

[15]  Johan A. K. Suykens,et al.  Least Squares Support Vector Machine Classifiers , 1999, Neural Processing Letters.

[16]  Nikos A. Vlassis,et al.  The global k-means clustering algorithm , 2003, Pattern Recognit..

[17]  Tao Wang,et al.  Nuclear magnetic resonance for quantum computing: Techniques and recent achievements , 2018 .

[18]  Jacob biamonte,et al.  Quantum machine learning , 2016, Nature.

[19]  David P. DiVincenzo,et al.  Quantum information and computation , 2000, Nature.

[20]  Chao Wang,et al.  Quantum machine learning with D-wave quantum computer , 2019, Quantum Eng..

[21]  G. Long Grover algorithm with zero theoretical failure rate , 2001, quant-ph/0106071.

[22]  Seth Lloyd,et al.  Quantum random access memory. , 2007, Physical review letters.

[23]  F. Petruccione,et al.  An introduction to quantum machine learning , 2014, Contemporary Physics.

[24]  P. Wittek Clustering Structure and Quantum Computing , 2014 .

[25]  A. Harrow,et al.  Quantum algorithm for linear systems of equations. , 2008, Physical review letters.

[26]  Bernhard Schölkopf,et al.  A tutorial on support vector regression , 2004, Stat. Comput..