research
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01/28/2020
Fast quantum learning with statistical guarantees
Within the framework of statistical learning theory it is possible to bo...
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04/06/2018
Approximating Hamiltonian dynamics with the Nyström method
Simulating the time-evolution of quantum mechanical systems is BQP-hard ...
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02/15/2018
Learning DNFs under product distributions via μ-biased quantum Fourier sampling
We show that DNF formulae can be quantum PAC-learned in polynomial time ...
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10/02/2017
Learning hard quantum distributions with variational autoencoders
Studying general quantum many-body systems is one of the major challenge...
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07/26/2017
