Athresh Karanam

According to our database, Athresh Karanam authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Unified Framework for Human-Allied Learning of Probabilistic Circuits.

Athresh Karanam, Saurabh Mathur, Sahil Sidheekh, Sriraam Natarajan

CoRR, 2024

Deep Tractable Probabilistic Models.

Sahil Sidheekh, Saurabh Mathur, Athresh Karanam, Sriraam Natarajan

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2022

Explaining Deep Tractable Probabilistic Models: The sum-product network case.

Athresh Karanam, Saurabh Mathur, Predrag Radivojac, David M. Haas, Kristian Kersting, Sriraam Natarajan

Proceedings of the International Conference on Probabilistic Graphical Models, 2022

ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift.

Athresh Karanam, KrishnaTeja Killamsetty, Harsha Kokel, Rishabh K. Iyer

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Explaining Deep Tractable Probabilistic Models: The sum-product network case.

Athresh Karanam, Saurabh Mathur, Predrag Radivojac, Kristian Kersting, Sriraam Natarajan

CoRR, 2021

Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models.

Matej Zecevic, Devendra Singh Dhami, Athresh Karanam, Sriraam Natarajan, Kristian Kersting

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Probabilistic Approach to Extract Qualitative Knowledge for Early Prediction of Gestational Diabetes.

Athresh Karanam, Alexander L. Hayes, Harsha Kokel, David M. Haas, Predrag Radivojac, Sriraam Natarajan

Proceedings of the Artificial Intelligence in Medicine, 2021