Mathur, Saurabh

6 publications

AAAI 2025 A Unified Framework for Human-Allied Learning of Probabilistic Circuits Athresh Karanam, Saurabh Mathur, Sahil Sidheekh, Sriraam Natarajan

AISTATS 2025 Credibility-Aware Multimodal Fusion Using Probabilistic Circuits Sahil Sidheekh, Pranuthi Tenali, Saurabh Mathur, Erik Blasch, Kristian Kersting, Sriraam Natarajan

AAAI 2025 Human-in-the-Loop or AI-in-the-Loop? Automate or Collaborate? Sriraam Natarajan, Saurabh Mathur, Sahil Sidheekh, Wolfgang Stammer, Kristian Kersting

UAI 2024 Knowledge Intensive Learning of Credal Networks Saurabh Mathur, Alessandro Antonucci, Sriraam Natarajan

UAI 2023 Knowledge Intensive Learning of Cutset Networks Saurabh Mathur, Vibhav Gogate, Sriraam Natarajan

PGM 2022 Explaining Deep Tractable Probabilistic Models: The Sum-Product Network Case Bhagirath Athresh Karanam, Saurabh Mathur, Predrag Radivojac, David M Haas, Kristian Kersting, Sriraam Natarajan