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 using contraction of tensor networks
TensorInference, a package for exact probabilistic inference in discrete graphical models, capitalizes on recent tensor network advancements. Its tensor-based engine features …
TensorInference: A Julia package for tensor-based probabilistic inference
Probabilistic inference is a central task in intelligent systems, enabling reasoning under uncertainty across domains such as artificial intelligence, medical diagnosis, and …