2 citations · 4 across the 6 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
quant-ph2025
Multivariate unbounded quantum regression via log-ratio probabilities mitigating barren plateaus
Jaemin Seo
Quantum neural networks (QNNs) have shown remarkable potential due to their capability of representing complex functions within exponentially large Hilbert spaces. However, their a…
quant-ph2025★ 2 cited
Quantum mixture-density network for multimodal probabilistic prediction
Jaemin Seo
Multimodal probability distributions are common in both quantum and classical systems, yet modeling them remains challenging when the number of modes is large or unknown. Classical…