1 code implementation • NeurIPS 2021 • Walter Gerych, Tom Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke Rundensteiner
In this work we propose Recurrent Bayesian Classifier Chains (RBCCs), which learn a Bayesian network of class dependencies and leverage this network in order to condition the prediction of child nodes only on their parents.
no code implementations • 1 Jan 2021 • Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Kavin Chandrasekaran, Hamid Mansoor, Abdulaziz alajaji
In this work, we propose DeepSPU, the first method to address this sequential bias problem.