Exact Inference Optimization in Discrete Graphical Models
AI technologies are rapidly being adopted across sectors such as healthcare, finance, and manufacturing, delivering economic value through improved efficiency and automation. Much …
Probabilistic inference in the era of tensor networks and differential programming
Probabilistic inference is a fundamental task in modern machine learning. Recent advances in tensor network (TN) contraction algorithms have enabled the development of better exact …