A scaled-down neural conversational model for chatbots. - Saurabh Mathur 002; Daphne Lopez (Concurr. Comput. Pract. Exp., 2019)

Explaining Deep Tractable Probabilistic Models: The sum-product network case. - Athresh Karanam; Saurabh Mathur 002; Predrag Radivojac; Kristian Kersting; Sriraam Natarajan (CoRR, 2021)

Explaining Deep Tractable Probabilistic Models: The sum-product network case. - Athresh Karanam; Saurabh Mathur 002; Predrag Radivojac; David M. Haas; Kristian Kersting; Sriraam Natarajan (PGM, 2022)

Knowledge Intensive Learning of Cutset Networks. - Saurabh Mathur 002; Vibhav Gogate; Sriraam Natarajan (UAI, 2023)

Modeling Multiple Adverse Pregnancy Outcomes: Learning from Diverse Data Sources. - Saurabh Mathur 002; Veerendra P. Gadekar; Rashika Ramola; Peixin Wang; Ramachandran Thiruvengadam; David M. Haas; Shinjini Bhatnagar; Nitya Wadhwa; Garbhini Study Group; Predrag Radivojac; Himanshu Sinha; Kristian Kersting; et al. (AIME (1), 2024)

Deep Tractable Probabilistic Models. - Sahil Sidheekh; Saurabh Mathur 002; Athresh Karanam; Sriraam Natarajan (COMAD/CODS, 2024)

On the Robustness and Reliability of Late Multi-Modal Fusion using Probabilistic Circuits. - Sahil Sidheekh; Pranuthi Tenali; Saurabh Mathur 002; Erik Blasch; Sriraam Natarajan (FUSION, 2024)

Knowledge Intensive Learning of Credal Networks. - Saurabh Mathur 002; Alessandro Antonucci 001; Sriraam Natarajan (UAI, 2024)

Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits. - Sahil Sidheekh; Pranuthi Tenali; Saurabh Mathur 002; Erik Blasch; Kristian Kersting; Sriraam Natarajan (CoRR, 2024)

A Unified Framework for Human-Allied Learning of Probabilistic Circuits. - Athresh Karanam; Saurabh Mathur 002; Sahil Sidheekh; Sriraam Natarajan (AAAI, 2025)

Human-in-the-loop or AI-in-the-loop? Automate or Collaborate? - Sriraam Natarajan; Saurabh Mathur 002; Sahil Sidheekh; Wolfgang Stammer; Kristian Kersting (AAAI, 2025)

LLM-Guided Causal Bayesian Network Construction for Pediatric Patients on ECMO. - Saurabh Mathur 002; Ranveer Singh; Michael A. Skinner; Ethan Sanford; Neel Shah; Phillip Reeder; Lakshmi Raman; Sriraam Natarajan (AIME (2), 2025)

Credibility-Aware Multimodal Fusion Using Probabilistic Circuits. - Sahil Sidheekh; Pranuthi Tenali; Saurabh Mathur 002; Erik Blasch; Kristian Kersting; Sriraam Natarajan (AISTATS, 2025)