Search Results for author: Sergei Isakov

Found 2 papers, 0 papers with code

Efficient population transfer via non-ergodic extended states in quantum spin glass

no code implementations12 Jul 2018 Kostyantyn Kechedzhi, Vadim Smelyanskiy, Jarrod R. McClean, Vasil S. Denchev, Masoud Mohseni, Sergei Isakov, Sergio Boixo, Boris Altshuler, Hartmut Neven

NEE provide a mechanism for population transfer (PT) between computational states and therefore can serve as a new quantum subroutine for quantum search, quantum parallel tempering and reverse annealing optimization algorithms.

Quantum Physics Disordered Systems and Neural Networks Statistical Mechanics Strongly Correlated Electrons

Construction of non-convex polynomial loss functions for training a binary classifier with quantum annealing

no code implementations17 Jun 2014 Ryan Babbush, Vasil Denchev, Nan Ding, Sergei Isakov, Hartmut Neven

Quantum annealing is a heuristic quantum algorithm which exploits quantum resources to minimize an objective function embedded as the energy levels of a programmable physical system.

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