OrthoReg: Robust Network Pruning Using Orthonormality Regularization. - Ekdeep Singh Lubana; Puja Trivedi; Conrad D. Hougen; Robert P. Dick; Alfred O. Hero III (CoRR, 2020)

Uncertain Bayesian Networks: Learning from Incomplete Data. - Conrad D. Hougen; Lance M. Kaplan; Federico Cerutti 001; Alfred O. Hero III (MLSP, 2021)

SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. - Conrad D. Hougen; Lance M. Kaplan; Magdalena Ivanovska; Federico Cerutti 001; Kumar Vijay Mishra; Alfred O. Hero III (FUSION, 2022)