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09/22/2022
Beyond Heisenberg Limit Quantum Metrology through Quantum Signal Processing
Leveraging quantum effects in metrology such as entanglement and coheren...
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07/29/2022
Domain-Specific Quantum Architecture Optimization
With the steady progress in quantum computing over recent years, roadmap...
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10/22/2020
Learnability and Complexity of Quantum Samples
Given a quantum circuit, a quantum computer can sample the output distri...
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03/06/2020
TensorFlow Quantum: A Software Framework for Quantum Machine Learning
We introduce TensorFlow Quantum (TFQ), an open source library for the ra...
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12/09/2019
Learning Non-Markovian Quantum Noise from Moiré-Enhanced Swap Spectroscopy with Deep Evolutionary Algorithm
Two-level-system (TLS) defects in amorphous dielectrics are a major sour...
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04/29/2019
Recurrent Neural Networks in the Eye of Differential Equations
To understand the fundamental trade-offs between training stability, tem...
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08/30/2017
