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20242026
most citedValidating Large-Scale Quantum Machine Learning: Efficient Simulation of Quantum Support Vector Machines Using Tensor Networks

1 citations · 1 across the 4 of their papers we have counts for

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quant-ph2024

Quantum Kernel-Based Long Short-term Memory for Climate Time-Series Forecasting

Yu-Chao Hsu, Nan-Yow Chen, Tai-Yu Li +3

We present the Quantum Kernel-Based Long short-memory (QK-LSTM) network, which integrates quantum kernel methods into classical LSTM architectures to enhance predictive accuracy an…

quant-ph2024★ 1 cited

Validating Large-Scale Quantum Machine Learning: Efficient Simulation of Quantum Support Vector Machines Using Tensor Networks

Kuan-Cheng Chen, Tai-Yue Li, Yun-Yuan Wang +6

We present an efficient tensor-network-based approach for simulating large-scale quantum circuits, demonstrated using Quantum Support Vector Machines (QSVMs). Our method effectivel…