Approximate inference on optimized quantum Bayesian networks

W Fathallah, NB Amor, P Leray - International Journal of Approximate …, 2024 - Elsevier
In recent years, there has been a significant upsurge in the interest surrounding Quantum
machine learning, with researchers actively developing methods to leverage the power of …

Towards quantum amenable Bayesian networks: classical transformation to facilitate quantum inference

P Nayak, K Seshadri - Quantum Machine Intelligence, 2025 - Springer
Inference in Bayesian networks has been an interesting area of research due to the ability of
Bayesian networks in accurately modeling uncertainty in complex use-cases. Performing …