Search Results - "Babbush, Ryan"

Power of data in quantum machine learning by Huang, Hsin-Yuan, Broughton, Michael, Mohseni, Masoud, Babbush, Ryan, Boixo, Sergio, Neven, Hartmut, McClean, Jarrod R.

“…The use of quantum computing for machine learning is among the most exciting prospective applications of quantum technologies. However, machine learning tasks…”
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Decoding quantum errors with subspace expansions by McClean, Jarrod R., Jiang, Zhang, Rubin, Nicholas C., Babbush, Ryan, Neven, Hartmut

“…With rapid developments in quantum hardware comes a push towards the first practical applications. While fully fault-tolerant quantum computers are not yet…”
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The theory of variational hybrid quantum-classical algorithms by McClean, Jarrod R, Romero, Jonathan, Babbush, Ryan, Aspuru-Guzik, Alán

“…Many quantum algorithms have daunting resource requirements when compared to what is available today. To address this discrepancy, a quantum-classical hybrid…”
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Matchgate Shadows for Fermionic Quantum Simulation by Wan, Kianna, Huggins, William J., Lee, Joonho, Babbush, Ryan

“…“Classical shadows” are estimators of an unknown quantum state, constructed from suitably distributed random measurements on copies of that state (Huang et al…”
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Barren plateaus in quantum neural network training landscapes by McClean, Jarrod R., Boixo, Sergio, Smelyanskiy, Vadim N., Babbush, Ryan, Neven, Hartmut

“…Many experimental proposals for noisy intermediate scale quantum devices involve training a parameterized quantum circuit with a classical optimization loop…”
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Characterizing quantum supremacy in near-term devices by Boixo, Sergio, Isakov, Sergei V., Smelyanskiy, Vadim N., Babbush, Ryan, Ding, Nan, Jiang, Zhang, Bremner, Michael J., Martinis, John M., Neven, Hartmut

“…A critical question for quantum computing in the near future is whether quantum devices without error correction can perform a well-defined computational task…”
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Application of fermionic marginal constraints to hybrid quantum algorithms by Rubin, Nicholas C, Babbush, Ryan, McClean, Jarrod

“…Many quantum algorithms, including recently proposed hybrid classical/quantum algorithms, make use of restricted tomography of the quantum state that measures…”
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Nearly Optimal Measurement Scheduling for Partial Tomography of Quantum States by Bonet-Monroig, Xavier, Babbush, Ryan, O’Brien, Thomas E.

“…Many applications of quantum simulation require one to prepare and then characterize quantum states by efficiently estimatingk-body reduced density matrices…”
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Efficient and noise resilient measurements for quantum chemistry on near-term quantum computers by Huggins, William J., McClean, Jarrod R., Rubin, Nicholas C., Jiang, Zhang, Wiebe, Nathan, Whaley, K. Birgitta, Babbush, Ryan

“…Variational algorithms are a promising paradigm for utilizing near-term quantum devices for modeling electronic states of molecular systems. However, previous…”
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Low-Depth Quantum Simulation of Materials by Babbush, Ryan, Wiebe, Nathan, McClean, Jarrod, McClain, James, Neven, Hartmut, Chan, Garnet Kin-Lic

“…Quantum simulation of the electronic structure problem is one of the most researched applications of quantum computing. The majority of quantum algorithms for…”
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Encoding Electronic Spectra in Quantum Circuits with Linear T Complexity by Babbush, Ryan, Gidney, Craig, Berry, Dominic W., Wiebe, Nathan, McClean, Jarrod, Paler, Alexandru, Fowler, Austin, Neven, Hartmut

“…We construct quantum circuits that exactly encode the spectra of correlated electron models up to errors from rotation synthesis. By invoking these circuits as…”
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Compressing Many-Body Fermion Operators under Unitary Constraints by Rubin, Nicholas C, Lee, Joonho, Babbush, Ryan

“…The most efficient known quantum circuits for preparing unitary coupled cluster states and applying Trotter steps of the arbitrary basis electronic structure…”
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Quantum Chemistry Calculations on a Trapped-Ion Quantum Simulator by Hempel, Cornelius, Maier, Christine, Romero, Jonathan, McClean, Jarrod, Monz, Thomas, Shen, Heng, Jurcevic, Petar, Lanyon, Ben P., Love, Peter, Babbush, Ryan, Aspuru-Guzik, Alán, Blatt, Rainer, Roos, Christian F.

“…Quantum-classical hybrid algorithms are emerging as promising candidates for near-term practical applications of quantum information processors in a wide…”
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Virtual Distillation for Quantum Error Mitigation by Huggins, William J., McArdle, Sam, O’Brien, Thomas E., Lee, Joonho, Rubin, Nicholas C., Boixo, Sergio, Whaley, K. Birgitta, Babbush, Ryan, McClean, Jarrod R.

“…Contemporary quantum computers have relatively high levels of noise, making it difficult to use them to perform useful calculations, even with a large number…”
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Nearly Optimal Quantum Algorithm for Estimating Multiple Expectation Values by Huggins, William J, Wan, Kianna, McClean, Jarrod, O'Brien, Thomas E, Wiebe, Nathan, Babbush, Ryan

“…Many quantum algorithms involve the evaluation of expectation values. Optimal strategies for estimating a single expectation value are known, requiring a…”
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Fault-Tolerant Quantum Simulations of Chemistry in First Quantization by Su, Yuan, Berry, Dominic W., Wiebe, Nathan, Rubin, Nicholas, Babbush, Ryan

“…Quantum simulations of chemistry in first quantization offer some important advantages over approaches in second quantization including faster convergence to…”
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Adiabatic Quantum Simulation of Quantum Chemistry by Babbush, Ryan, Love, Peter J., Aspuru-Guzik, Alán

“…We show how to apply the quantum adiabatic algorithm directly to the quantum computation of molecular properties. We describe a procedure to map electronic…”
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Qubitization of Arbitrary Basis Quantum Chemistry Leveraging Sparsity and Low Rank Factorization by Berry, Dominic W., Gidney, Craig, Motta, Mario, McClean, Jarrod R., Babbush, Ryan

“…Recent work has dramatically reduced the gate complexity required to quantum simulate chemistry by using linear combinations of unitaries based methods to…”
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Increasing the Representation Accuracy of Quantum Simulations of Chemistry without Extra Quantum Resources by Takeshita, Tyler, Rubin, Nicholas C., Jiang, Zhang, Lee, Eunseok, Babbush, Ryan, McClean, Jarrod R.

“…Proposals for experiments in quantum chemistry on quantum computers leverage the ability to target a subset of degrees of freedom containing the essential…”
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Low rank representations for quantum simulation of electronic structure by Motta, Mario, Ye, Erika, McClean, Jarrod R., Li, Zhendong, Minnich, Austin J., Babbush, Ryan, Chan, Garnet Kin-Lic

“…The quantum simulation of quantum chemistry is a promising application of quantum computers. However, for N molecular orbitals, the O ( N 4 ) gate complexity…”
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