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Physicists use quantum models to describe the behavior of physical systems.
Quantum mechanics as a deformation of classical mechanics
Flato Bayen, M Flato, C Fronsdal, A Lichnerowicz, and D Sternheimer · 1977
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Extensions of lipschitz mappings into a hilbert space
William B Johnson and Joram Lindenstrauss · 1984
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Grouplens: an open architecture for collaborative filtering of netnews
Paul Resnick, Neophytos Iacovou, Mitesh Suchak, Peter Bergstrom, and John Riedl · 1994
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SDPT3 a MATLAB software package for semidefinite programming, version 1.3
Kim-Chuan Toh, Michael J Todd, and Reha H Tütüncü · 1999
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Latent class models for collaborative filtering
Thomas Hofmann and Jan Puzicha · 1999
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Probabilistic latent semantic analysis
Thomas Hofmann · 1999
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Item-based collaborative filtering recommendation algorithms
Badrul Sarwar, George Karypis, Joseph Konstan, and John Riedl · 2001
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Quantum theory from five reasonable axioms
Lucien Hardy · 2001
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Algorithms for non-negative matrix factorization
Daniel D Lee and H Sebastian Seung · 2001
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Latent dirichlet allocation
David M Blei, Andrew Y Ng, and Michael I Jordan · 2003
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Modeling user rating profiles for collaborative filtering
Benjamin M Marlin · 2003
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Quantum optimization for training support vector machines
Davide Anguita, Sandro Ridella, Fabio Rivieccio, and Rodolfo Zunino · 2003
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Movielens unplugged: experiences with an occasionally connected recommender system
Bradley N Miller, Istvan Albert, Shyong K Lam, Joseph A Konstan, and John Riedl · 2003
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Item-based top-N recommendation algorithms
Mukund Deshpande and George Karypis · 2004
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Equivalences and separations between quantum and classical learnability
Rocco A Servedio and Steven J Gortler · 2004
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Machine learning in a quantum world
Esma Aïmeur, Gilles Brassard, and Sébastien Gambs · 2006
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Probabilistic matrix factorization
Andriy Mnih and Ruslan Salakhutdinov · 2007
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Representing probabilistic data via ontological models
Nicholas Harrigan, Terry Rudolph, and Scott Aaronson · 2007
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Representing probabilistic data via ontological models
N. Harrigan, T. Rudolph, and S. Aaronson · 2007
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Exponential separations for one-way quantum communication complexity, with applications to cryptography
Dmitry Gavinsky, Julia Kempe, Iordanis Kerenidis, Ran Raz, and Ronald De Wolf · 2007
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Factorization meets the neighborhood: a multifaceted collaborative filtering model
Yehuda Koren · 2008
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Interpretable nonnegative matrix decompositions
Saara Hyvönen, Pauli Miettinen, and Evimaria Terzi · 2008
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A convergent hierarchy of semidefinite programs characterizing the set of quantum correlations
Miguel Navascués, Stefano Pironio, and Antonio Acín · 2008
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Lower bound on the dimension of a quantum system given measured data
Stephanie Wehner, Matthias Christandl, and Andrew C Doherty · 2008
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Extracting shared subspace for multi-label classification
Shuiwang Ji, Lei Tang, Shipeng Yu, and Jieping Ye · 2008
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Matrix factorization techniques for recommender systems
Yehuda Koren, Robert Bell, and Chris Volinsky · 2009
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Bpr: Bayesian personalized ranking from implicit feedback
Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme · 2009
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Training a large scale classifier with the quantum adiabatic algorithm
Hartmut Neven, Vasil S Denchev, Geordie Rose, and William G Macready · 2009
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Processing information in quantum decision theory
Vyacheslav I Yukalov and Didier Sornette · 2009
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Multi-label prediction via compressed sensing
Daniel Hsu, Sham Kakade, John Langford, and Tong Zhang · 2009
Cited alongside, same era.
Quantum computation and quantum information
Michael A Nielsen and Isaac L Chuang · 2010
Cited alongside, same era.
Performance of recommender algorithms on top-N recommendation tasks
Paolo Cremonesi, Yehuda Koren, and Roberto Turrin · 2010
Cited alongside, same era.
The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies
David M Blei, Thomas L Griffiths, and Michael I Jordan · 2010
Cited alongside, same era.
Device-independent tests of classical and quantum dimensions
Rodrigo Gallego, Nicolas Brunner, Christopher Hadley, and Antonio Acín · 2010
Cited alongside, same era.
Robust extraction of tomographic information via randomized benchmarking
Shelby Kimmel, Marcus P da Silva, Colm A Ryan, Blake R Johnson, and Thomas Ohki · 2014
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Self-consistent tomography of the state-measurement Gram matrix
Cyril Stark · 2014
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Compressibility of positive semidefinite factorizations and quantum models
Cyril J Stark and Aram W Harrow · 2014
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Quantum model averaging
Christopher Ferrie · 2014
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Quantum learning of classical stochastic processes: The completely-positive realization problem
Alex Monras and Andreas Winter · 2014
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All reversible dynamics in maximally nonlocal theories are trivial
David Gross, Markus Müller, Roger Colbeck, and Oscar CO Dahlsten · 2010
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Item popularity and recommendation accuracy
Harald Steck · 2011
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Recommender systems with social regularization
Hao Ma, Dengyong Zhou, Chao Liu, Michael R Lyu, and Irwin King · 2011
Cited alongside, same era.
No extension of quantum theory can have improved predictive power
Roger Colbeck and Renato Renner · 2011
Cited alongside, same era.
A new exponential separation between quantum and classical one-way communication complexity
Ashley Montanaro · 2011
Cited alongside, same era.
Multi-label output codes using canonical correlation analysis
Yi Zhang and Jeff G Schneider · 2011
Cited alongside, same era.
Patrick Rebentrost, Masoud Mohseni, and Seth Lloyd · 2014
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Nathan Wiebe, Ashish Kapoor, and Krysta M Svore · 2014
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Quantum principal component analysis
Seth Lloyd, Masoud Mohseni, and Patrick Rebentrost · 2014
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Physics and financial economics (1776–2014): puzzles, ising and agent-based models
Didier Sornette · 2014
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Fastxml: A fast, accurate and stable tree-classifier for extreme multi-label learning
Yashoteja Prabhu and Manik Varma · 2014
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Some upper and lower bounds on psd-rank
Troy Lee, Zhaohui Wei, and Ronald de Wolf · 2014
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Expressive recommender systems through normalized nonnegative models
Cyril Stark · 2015
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Amortized inference through normalized nonnegative models
Cyril J Stark · 2015
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Top-n recommendations from expressive recommender systems
Cyril Stark · 2015
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Nested hierarchical dirichlet processes
John Paisley, Chingyue Wang, David M Blei, Michael Jordan, et al · 2015
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Bayesian nonnegative matrix factorization with stochastic variational inference
John Paisley, David M Blei, and Michael I Jordan · 2015
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Characterizing finite-dimensional quantum behavior
Miguel Navascués, Adrien Felix, Mateus Araujo, and Tamas Vertesi · 2015
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Detecting correlated errors in spam tomography
Christopher Jackson and SJ van Enk · 2015
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Quantum compressed sensing using 2-designs
Shelby Kimmel and Yi-Kai Liu · 2015
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Demonstration of robust quantum gate tomography via randomized benchmarking
Blake R Johnson, Marcus P da Silva, Colm A Ryan, Shelby Kimmel, Jerry M Chow, and Thomas A Ohki · 2015
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Robust single-qubit process calibration via robust phase estimation
Shelby Kimmel, Guang Hao Low, and Theodore J Yoder · 2015
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Systematic errors in current quantum state tomography tools
Christian Schwemmer, Lukas Knips, Daniel Richart, Harald Weinfurter, Tobias Moroder, Matthias Kleinmann, and Otfried Gühne · 2015
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Characterizing universal gate sets via dihedral benchmarking
Arnaud C Dugas, Joel Wallman, and Joseph Emerson · 2015
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On the minimum dimension of a hilbert space needed to generate a quantum correlation
Jamie Sikora, Antonios Varvitsiotis, and Zhaohui Wei · 2015
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Introduction to quantum gate set tomography
Daniel Greenbaum · 2015
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Learning optimal quantum models is NP-hard
Cyril Stark · 2015
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A quantum advantage for inferring causal structure
Katja Ried, Megan Agnew, Lydia Vermeyden, Dominik Janzing, Robert W Spekkens, and Kevin J Resch · 2015
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Global completability with applications to self-consistent quantum tomography
Cyril Stark · 2016
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