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04/21/2021
Scalable Benchmarks for Gate-Based Quantum Computers
In the near-term "NISQ"-era of noisy, intermediate-scale, quantum hardwa...
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12/23/2020
The Complexity of Translationally Invariant Problems beyond Ground State Energies
It is known that three fundamental questions regarding local Hamiltonian...
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09/22/2020
Fast Black-Box Quantum State Preparation
Quantum state preparation is an important ingredient for other higher-le...
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06/25/2020
Recurrent Quantum Neural Networks
Recurrent neural networks are the foundation of many sequence-to-sequenc...
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10/01/2019
Error Thresholds for Arbitrary Pauli Noise
The error threshold of a one-parameter family of quantum channels is def...
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09/09/2019
A Quantum Search Decoder for Natural Language Processing
Probabilistic language models, e.g. those based on an LSTM, often face t...
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07/02/2018
Classifying Data with Local Hamiltonians
The goal of this work is to define a notion of a quantum neural network ...
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06/22/2018
