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Among different quantum algorithms, PQC for QML show promises on near-term devices.
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TopGen: Topology-Aware Bottom-Up Generator for Variational Quantum Circuits
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Realizing repeated quantum error correction in a distance-three surface code
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PAN: Pulse Ansatz on NISQ Machines
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Variational quantum pulse learning
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Vaqem: A variational approach to quantum error mitigation. In HPCA (2022) . IEEE, 288–303
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Quantumnas: Noise-adaptive search for robust quantum circuits. In HPCA (2022) . IEEE, 692–708
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QuantumNAT: Quantum Noise-Aware Training with Noise Injection, Quantization and Normalization
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QOC: Quantum On-Chip Training with Parameter Shift and Gradient Pruning
Hanrui Wang, Zirui Li, Jiaqi Gu, Yongshan Ding, David Z Pan, and Song Han. 2022c · 2022
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Statistical Methods for Quantum State Verification and Fidelity Estimation
Xiao-Dong Yu, Jiangwei Shang, and Otfried Gühne. 2022 · 2022
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