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quant-ph2025
LLM-Guided Ansätze Design for Quantum Circuit Born Machines in Financial Generative Modeling
Yaswitha Gujju, Romain Harang, Tetsuo Shibuya
Quantum generative modeling using quantum circuit Born machines (QCBMs) shows promising potential for practical quantum advantage. However, discovering ansätze that are both expre…
quant-ph2025
QuProFS: An Evolutionary Training-free Approach to Efficient Quantum Feature Map Search
Yaswitha Gujju, Romain Harang, Chao Li +2
The quest for effective quantum feature maps for data encoding presents significant challenges, particularly due to the flat training landscapes and lengthy training processes asso…