Quantum Perceptron Models

The perceptron: a probabilistic model for information storage and organization in the brain

Rosenblatt, Frank · 1958

Earlier work this paper cites.

On convergence proofs for perceptrons

Novikoff, Albert BJ · 1963

Earlier work this paper cites.

On the einstein podolsky rosen paradox, 1964

Bell, John S · 1964

Earlier work this paper cites.

Tight bounds on quantum searching

Boyer, Michel, Brassard, Gilles, Høyer, Peter, and Tapp, Alain · 1996

Earlier work this paper cites.

A fast quantum mechanical algorithm for database search

Grover, Lov K · 1996

Earlier work this paper cites.

Large margin classification using the perceptron algorithm

Freund, Yoav and Schapire, Robert E · 1999

Earlier work this paper cites.

Bayes point machines: Estimating the bayes point in kernel space

Herbrich, Ralf, Graepel, Thore, and Campbell, Colin · 1999

Earlier work this paper cites.

Least squares support vector machine classifiers

Suykens, Johan AK and Vandewalle, Joos · 1999

Earlier work this paper cites.

A family of algorithms for approximate Bayesian inference

Minka, Thomas P · 2001

Cited alongside, same era.

Quantum amplitude amplification and estimation

Brassard, Gilles, Hoyer, Peter, Mosca, Michele, and Tapp, Alain · 2002

Cited alongside, same era.

A new approximate maximal margin classification algorithm

Gentile, Claudio · 2002

Cited alongside, same era.

The perceptron algorithm with uneven margins

Li, Yaoyong, Zaragoza, Hugo, Herbrich, Ralf, Shawe-Taylor, John, and Kandola, Jaz · 2002

Cited alongside, same era.

A new perspective on an old perceptron algorithm

Shalev-Shwartz, Shai and Singer, Yoram · 2005

Cited alongside, same era.

Machine learning in a quantum world

Aïmeur, Esma, Brassard, Gilles, and Gambs, Sébastien · 2006

Cited alongside, same era.

Quantum algorithms for supervised and unsupervised machine learning

Original

Lloyd, Seth, Mohseni, Masoud, and Rebentrost, Patrick · 2013

Later among the works it cites.

Quantum principal component analysis

Lloyd, Seth, Mohseni, Masoud, and Rebentrost, Patrick · 2014

Later among the works it cites.

Quantum support vector machine for big data classification

Rebentrost, Patrick, Mohseni, Masoud, and Lloyd, Seth · 2014

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Quantum deep learning

Original

Wiebe, Nathan, Kapoor, Ashish, and Svore, Krysta M · 2014

Later among the works it cites.

Can small quantum systems learn?

Original

Wiebe, Nathan and Granade, Christopher · 2015

Later among the works it cites.