Conrad D. Hougen

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Incomplete Data

Bayesian Networks

Parameter Learning

Loopy Belief Propagation

Top Venues

Publications

Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III
Uncertain Bayesian Networks: Learning from Incomplete Data. CoRR (2022)
Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. FUSION (2022)
Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. CoRR (2022)
Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III
Uncertain Bayesian Networks: Learning from Incomplete Data. MLSP (2021)
Ekdeep Singh Lubana, Puja Trivedi, Conrad D. Hougen, Robert P. Dick, Alfred O. Hero III
OrthoReg: Robust Network Pruning Using Orthonormality Regularization. CoRR (2020)