2 papers
quant-ph2026
Qmes: Quantum Meta-Learning for Encoding Selection in Quantum Kernel Methods
Dao Duy Tung, Quoc Chuong Nguyen, Vu Tuan Hai +2
Selecting an effective encoding quantum circuit is a key challenge in quantum kernel methods because different feature maps can lead to different performance. Conventional methods…
quant-ph2026
Towards Automated Selection of Quantum Encoding Circuits via Meta-Learning
Dao Duy Tung, Nguyen Quoc Chuong, Vu Tuan Hai +2
In recent years, quantum kernel methods have shown promising applications on near-term quantum devices. However, selecting an appropriate encoding circuit for a given dataset requi…