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Peter Wittek
Peter Wittek
University of Toronto
Adresse e-mail validée de peterwittek.com - Page d'accueil
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Quantum machine learning
J Biamonte, P Wittek, N Pancotti, P Rebentrost, N Wiebe, S Lloyd
Nature 549 (7671), 195-202, 2017
45122017
Quantum machine learning: what quantum computing means to data mining
P Wittek
Academic Press, 2014
6562014
Open source software in quantum computing
M Fingerhuth, T Babej, P Wittek
PloS one 13 (12), e0208561, 2018
1942018
Machine learning by unitary tensor network of hierarchical tree structure
D Liu, SJ Ran, P Wittek, C Peng, RB García, G Su, M Lewenstein
New Journal of Physics 21 (7), 073059, 2019
175*2019
Simulating positive-operator-valued measures with projective measurements
M Oszmaniec, L Guerini, P Wittek, A Acín
Physical review letters 119 (19), 190501, 2017
1442017
Identifying quantum phase transitions with adversarial neural networks
P Huembeli, A Dauphin, P Wittek
Physical Review B 97 (13), 134109, 2018
1372018
Optimal randomness certification from one entangled bit
A Acín, S Pironio, T Vértesi, P Wittek
Physical Review A 93 (4), 040102, 2016
1352016
Unbounded randomness certification using sequences of measurements
FJ Curchod, M Johansson, R Augusiak, MJ Hoban, P Wittek, A Acín
Physical Review A 95 (2), 020102, 2017
1252017
Bell inequalities tailored to maximally entangled states
A Salavrakos, R Augusiak, J Tura, P Wittek, A Acín, S Pironio
Physical review letters 119 (4), 040402, 2017
1172017
Somoclu: An efficient parallel library for self-organizing maps
P Wittek, SC Gao, IS Lim, L Zhao
arXiv preprint arXiv:1305.1422, 2013
1092013
Learning in quantum control: High-dimensional global optimization for noisy quantum dynamics
P Palittapongarnpim, P Wittek, E Zahedinejad, S Vedaie, BC Sanders
Neurocomputing 268, 116-126, 2017
1072017
A non-review of quantum machine learning: trends and explorations
V Dunjko, P Wittek
Quantum Views 4, 32, 2020
1012020
Bayesian deep learning on a quantum computer
Z Zhao, A Pozas-Kerstjens, P Rebentrost, P Wittek
Quantum Machine Intelligence 1 (1), 41-51, 2019
932019
Algorithm 950: Ncpol2sdpa—sparse semidefinite programming relaxations for polynomial optimization problems of noncommuting variables
P Wittek
ACM Transactions on Mathematical Software (TOMS) 41 (3), 1-12, 2015
932015
Efficient device-independent entanglement detection for multipartite systems
F Baccari, D Cavalcanti, P Wittek, A Acín
Physical Review X 7 (2), 021042, 2017
682017
Scalable agent-based modelling with cloud hpc resources for social simulations
P Wittek, X Rubio-Campillo
4th IEEE International Conference on Cloud Computing Technology and Science …, 2012
682012
Vulnerability of quantum classification to adversarial perturbations
N Liu, P Wittek
Physical Review A 101 (6), 062331, 2020
672020
Data-driven estimation of blood pressure using photoplethysmographic signals
SC Gao, P Wittek, L Zhao, WJ Jiang
2016 38th annual international conference of the IEEE engineering in …, 2016
672016
Inductive supervised quantum learning
A Monras, G Sentís, P Wittek
Physical review letters 118 (19), 190503, 2017
592017
Risk and ambiguity in information seeking: Eye gaze patterns reveal contextual behavior in dealing with uncertainty
P Wittek, YH Liu, S Darányi, T Gedeon, IS Lim
Frontiers in psychology 7, 1790, 2016
502016
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