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Ben Nachman
(LBNL)
26/02/2019, 15:30
Inherently quantum calculators may be able to empower quantum field theory calculations. After discussing existing results for scattering amplitudes and lattice methods, I will motivate a new direction where interference and entanglement effects are largely ignored in current high energy simulations.
Adam Bouland
(QCWare),
Matthew Coudron
(QCWare)
26/02/2019, 16:15
We survey the field of quantum machine learning, in particular the algorithmic tools which are used in modern quantum ML algorithms. We review both heuristic approaches, such as quantum neural and tensor networks, as well as provable approaches based on the HHL algorithm and quantum linear algebra. We also discuss the varying applications, and amenability to near-term quantum computers.
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