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Peter Wittek
Researcher at ICFO – The Institute of Photonic Sciences
Publications - 112
Citations - 4598
Peter Wittek is an academic researcher from ICFO – The Institute of Photonic Sciences. The author has contributed to research in topics: Quantum computer & Quantum algorithm. The author has an hindex of 24, co-authored 110 publications receiving 3261 citations. Previous affiliations of Peter Wittek include University of Toronto & University of Borås.
Papers
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Journal ArticleDOI
Quantum machine learning
Jacob Biamonte,Jacob Biamonte,Peter Wittek,Nicola Pancotti,Patrick Rebentrost,Nathan Wiebe,Seth Lloyd +6 more
TL;DR: The field of quantum machine learning explores how to devise and implement quantum software that could enable machine learning that is faster than that of classical computers.
Book
Quantum Machine Learning: What Quantum Computing Means to Data Mining
TL;DR: Quantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning by paring down the complexity of the disciplines involved.
Journal ArticleDOI
Open source software in quantum computing
TL;DR: A wide range of open source software for quantum computing is reviewed, covering all stages of the quantum toolchain from quantum hardware interfaces through quantum compilers to implementations of quantum algorithms, as well as all quantum computing paradigms, including quantum annealing, and discrete and continuous-variable gate-model quantum computing.
Journal ArticleDOI
Identifying quantum phase transitions with adversarial neural networks
TL;DR: In this paper, the authors use adversarial domain adaptation to find unknown transition points in a deep learning architecture, which can be used to identify the phase boundaries of complex quantum systems such as the Bose glass phase.
Journal ArticleDOI
Simulating Positive-Operator-Valued Measures with Projective Measurements
Michał Oszmaniec,Michał Oszmaniec,Leonardo Guerini,Leonardo Guerini,Peter Wittek,Peter Wittek,Antonio Acín +6 more
TL;DR: This work proves that every measurement on a given quantum system can be realized by classical randomization of projective measurements on the system plus an ancilla of the same dimension, and shows that deciding whether it is PM simulable can be solved by means of semidefinite programming.