Athresh Karanam

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Qualitative Knowledge

Probabilistic Model

Abductive Reasoning

Subset Selection

Top Venues

Publications

Sahil Sidheekh, Saurabh Mathur, Athresh Karanam, Sriraam Natarajan
Deep Tractable Probabilistic Models. COMAD/CODS (2024)
Athresh Karanam, Saurabh Mathur, Sahil Sidheekh, Sriraam Natarajan
A Unified Framework for Human-Allied Learning of Probabilistic Circuits. CoRR (2024)
Athresh Karanam, KrishnaTeja Killamsetty, Harsha Kokel, Rishabh K. Iyer
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift. NeurIPS (2022)
Athresh Karanam, Saurabh Mathur, Predrag Radivojac, David M. Haas, Kristian Kersting, Sriraam Natarajan
Explaining Deep Tractable Probabilistic Models: The sum-product network case. PGM (2022)
Athresh Karanam, Saurabh Mathur, Predrag Radivojac, Kristian Kersting, Sriraam Natarajan
Explaining Deep Tractable Probabilistic Models: The sum-product network case. CoRR (2021)
Athresh Karanam, Alexander L. Hayes, Harsha Kokel, David M. Haas, Predrag Radivojac, Sriraam Natarajan
A Probabilistic Approach to Extract Qualitative Knowledge for Early Prediction of Gestational Diabetes. AIME (2021)
Matej Zecevic, Devendra Singh Dhami, Athresh Karanam, Sriraam Natarajan, Kristian Kersting
Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models. NeurIPS (2021)
Matej Zecevic, Devendra Singh Dhami, Athresh Karanam, Sriraam Natarajan, Kristian Kersting
Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models. CoRR (2021)