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cs.LG2025
Optimization on black-box function by parameter-shift rule
Vu Tuan Hai
Machine learning has been widely applied in many aspects, but training a machine learning model is increasingly difficult. There are more optimization problems named "black-box" wh…
quant-ph2025
Parallelizing the stabilizer formalism for quantum machine learning applications
Vu Tuan Hai, Le Vu Trung Duong, Pham Hoai Luan +1
The quantum machine learning model is emerging as a new model that merges quantum computing and machine learning. Simulating very deep quantum machine learning models requires a lo…
quant-ph2025★ 3 cited
A Fast Quantum Image Compression Algorithm based on Taylor Expansion
Vu Tuan Hai, Huynh Ho Thi Mong Trinh, Pham Hoai Luan
With the increasing demand for storing images, traditional image compression methods face challenges in balancing the compressed size and image quality. However, the hybrid quantum…