06/06/2025, 09:08 AM UTC
量子计算机提升机器学习算法性能Quantum Computers Improve Machine Learning Algorithms
➀ 研究者通过光子量子处理器实验证明，即使小规模量子计算机也能提升机器学习算法性能；
➁ 维也纳大学与国际团队的研究表明，在特定任务中，量子增强的核基机器学习相比经典方法错误率更低；
➂ 光子量子平台展现出潜在的能效优势，可应对传统机器学习日益增长的能源消耗问题。
➀ Researchers demonstrated that even small-scale quantum computers can enhance machine learning algorithms through a photonic quantum processor experiment;
➁ The study, involving the University of Vienna and international collaborators, showed quantum-enhanced kernel-based machine learning outperforming classical counterparts in specific tasks with fewer errors;
➂ Photonic quantum platforms also exhibited potential energy efficiency advantages, addressing rising energy demands in traditional machine learning workflows.
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