Domain Knowledge Uncertainty and Probabilistic Parameter Constraints

Yi Mao, Guy Lebanon

Incorporating domain knowledge into the modeling process is an effective way to improve learning accuracy. However, as it is provided by humans, domain knowledge can only be specif…