Publications (34)
Optimizing Variational Quantum Algorithms using Pontryagin's Minimum Principle
Zhi-Cheng Yang, Armin Rahmani, Alireza Shabani +2
Computational Role of Collective Tunneling in a Quantum Annealer
Sergio Boixo, Vadim N. Smelyanskiy, Alireza Shabani +7
Universal Quantum Control through Deep Reinforcement Learning
Murphy Yuezhen Niu, Sergio Boixo, Vadim Smelyanskiy +1
Image recognition with an adiabatic quantum computer I. Mapping to quadratic unconstrained binary optimization
Hartmut Neven, Geordie Rose, William G. Macready
Quantum-Assisted Genetic Algorithm
James King, Masoud Mohseni, William Bernoudy +5
Artificial quantum thermal bath: Engineering temperature for a many-body quantum system
Alireza Shabani, Hartmut Neven
Efficient population transfer via non-ergodic extended states in quantum spin glass
Kostyantyn Kechedzhi, Vadim Smelyanskiy, Jarrod R. McClean +6
Tunable inductive coupling of superconducting qubits in the strongly nonlinear regime
Dvir Kafri, Chris Quintana, Yu Chen +3
Neuroreceptor Activation by Vibration-Assisted Tunneling
Ross D. Hoehn, David Nichols, Hartmut Neven +1
Barren plateaus in quantum neural network training landscapes
Jarrod R. McClean, Sergio Boixo, Vadim N. Smelyanskiy +2
Classification with Quantum Neural Networks on Near Term Processors
Edward Farhi, Hartmut Neven
Simulation of low-depth quantum circuits as complex undirected graphical models
Sergio Boixo, Sergei V. Isakov, Vadim N. Smelyanskiy +1
Probabilistic Label Relation Graphs with Ising Models
Nan Ding, Jia Deng, Kevin Murphy +1
Characterizing Quantum Supremacy in Near-Term Devices
Sergio Boixo, Sergei V. Isakov, Vadim N. Smelyanskiy +6
Intermittency of dynamical phases in a quantum spin glass
Vadim N. Smelyanskiy, Kostyantyn Kechedzhi, Sergio Boixo +2
Robust Classification with Adiabatic Quantum Optimization
Vasil S. Denchev, Nan Ding, S. V. N. Vishwanathan +1
Understanding Quantum Tunneling through Quantum Monte Carlo Simulations
Sergei V. Isakov, Guglielmo Mazzola, Vadim N. Smelyanskiy +4
Construction of non-convex polynomial loss functions for training a binary classifier with quantum annealing
Ryan Babbush, Vasil Denchev, Nan Ding +2
For Fixed Control Parameters the Quantum Approximate Optimization Algorithm's Objective Function Value Concentrates for Typical Instances
Fernando G. S. L. Brandao, Michael Broughton, Edward Farhi +2
Learning to learn with quantum neural networks via classical neural networks
Guillaume Verdon, Michael Broughton, Jarrod R. McClean +5
Training a Large Scale Classifier with the Quantum Adiabatic Algorithm
Hartmut Neven, Vasil S. Denchev, Geordie Rose +1
Low Depth Quantum Simulation of Electronic Structure
Ryan Babbush, Nathan Wiebe, Jarrod McClean +3
Scaling analysis and instantons for thermally-assisted tunneling and Quantum Monte Carlo simulations
Zhang Jiang, Vadim N. Smelyanskiy, Sergei V. Isakov +4
What is the Computational Value of Finite Range Tunneling?
Vasil S. Denchev, Sergio Boixo, Sergei V. Isakov +5
Systematic Dimensionality Reduction for Quantum Walks: Optimal Spatial Search and Transport on Non-Regular Graphs
Leonardo Novo, Shantanav Chakraborty, Masoud Mohseni +2
Training a Binary Classifier with the Quantum Adiabatic Algorithm
Hartmut Neven, Vasil S. Denchev, Geordie Rose +1
Readiness of Quantum Optimization Machines for Industrial Applications
Alejandro Perdomo-Ortiz, Alexander Feldman, Asier Ozaeta +9
Totally Corrective Boosting with Cardinality Penalization
Vasil S. Denchev, Nan Ding, Shin Matsushima +2
Path-Integral Quantum Monte Carlo simulation with Open-Boundary Conditions
Zhang Jiang, Vadim N. Smelyanskiy, Sergio Boixo +1
Fourier analysis of sampling from noisy chaotic quantum circuits
Sergio Boixo, Vadim N. Smelyanskiy, Hartmut Neven
Encoding Electronic Spectra in Quantum Circuits with Linear T Complexity
Ryan Babbush, Craig Gidney, Dominic W. Berry +5
Physical qubit calibration on a directed acyclic graph
Julian Kelly, Peter O'Malley, Matthew Neeley +2
Computational Role of Multiqubit Tunneling in a Quantum Annealer
Sergio Boixo, Vadim N. Smelyanskiy, Alireza Shabani +7
Quantum Simulation of the Sachdev-Ye-Kitaev Model by Asymmetric Qubitization
Ryan Babbush, Dominic Berry, Hartmut Neven