Exploiting Domain Knowledge as Causal Independencies in Modeling Gestational Diabetes
Mathur, Saurabh, Karanam, Athresh, Radivojac, Predrag, Haas, David M, Kersting, Kristian, Natarajan, Sriraam
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (2023)
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (2023)
Get more information
Journal Article
A Probabilistic Approach to Extract Qualitative Knowledge for Early Prediction of Gestational Diabetes
Karanam, Athresh, Hayes, Alexander L., Kokel, Harsha, Haas, David M., Radivojac, Predrag, Natarajan, Sriraam
Published in Artificial Intelligence in Medicine (01.01.2021)
Published in Artificial Intelligence in Medicine (01.01.2021)
Get full text
Book Chapter
A Unified Framework for Human-Allied Learning of Probabilistic Circuits
Karanam, Athresh, Mathur, Saurabh, Sidheekh, Sahil, Natarajan, Sriraam
Year of Publication 03.05.2024
Year of Publication 03.05.2024
Get full text
Journal Article
A Unified Framework for Human-Allied Learning of Probabilistic Circuits
Karanam, Athresh, Mathur, Saurabh, Sidheekh, Sahil, Natarajan, Sriraam
Published in arXiv.org (03.05.2024)
Get full text
Published in arXiv.org (03.05.2024)
Paper
Explaining Deep Tractable Probabilistic Models: The sum-product network case
Karanam, Athresh, Mathur, Saurabh, Radivojac, Predrag, Haas, David M, Kersting, Kristian, Natarajan, Sriraam
Year of Publication 19.10.2021
Year of Publication 19.10.2021
Get full text
Journal Article
Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models
Zečević, Matej, Dhami, Devendra Singh, Karanam, Athresh, Natarajan, Sriraam, Kersting, Kristian
Year of Publication 20.02.2021
Year of Publication 20.02.2021
Get full text
Journal Article