Saurabh Mathur
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
12
Active years
2007–2026
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AIME | Imitation Learning for Clinical Decision Support in Pediatric ECMO. | Fateme Golivand Darvishvand, Michael A. Skinner, Saurabh Mathur, Ameet Soni, Phillip Reeder, Kristian Kersting, Lakshmi Raman, Sriraam Natarajan |
| 2026 | AIME | Causal Models with Tiny Data: The Case of Rural People Living with Dementia. | Ranveer Singh, Saurabh Mathur, Kavimayil P. Komarasamy, Ameet Soni, Cliff Whetung, Wayne Warry, Kristen Jacklin, Melissa Blind, Sriraam Natarajan |
| 2025 | AAAI | A Unified Framework for Human-Allied Learning of Probabilistic Circuits. | Athresh Karanam, Saurabh Mathur, Sahil Sidheekh, Sriraam Natarajan |
| 2025 | AAAI | Human-in-the-loop or AI-in-the-loop? Automate or Collaborate? | Sriraam Natarajan, Saurabh Mathur, Sahil Sidheekh, Wolfgang Stammer, Kristian Kersting |
| 2025 | AIME | LLM-Guided Causal Bayesian Network Construction for Pediatric Patients on ECMO. | Saurabh Mathur, Ranveer Singh, Michael A. Skinner, Ethan Sanford, Neel Shah, Phillip Reeder, Lakshmi Raman, Sriraam Natarajan |
| 2025 | AISTATS | Credibility-Aware Multimodal Fusion Using Probabilistic Circuits. | Sahil Sidheekh, Pranuthi Tenali, Saurabh Mathur, Erik Blasch, Kristian Kersting, Sriraam Natarajan |
| 2024 | AIME | Modeling Multiple Adverse Pregnancy Outcomes: Learning from Diverse Data Sources. | Saurabh Mathur, 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, Sriraam Natarajan |
| 2024 | COMAD | Deep Tractable Probabilistic Models. | Sahil Sidheekh, Saurabh Mathur, Athresh Karanam, Sriraam Natarajan |
| 2024 | FUSION | On the Robustness and Reliability of Late Multi-Modal Fusion using Probabilistic Circuits. | Sahil Sidheekh, Pranuthi Tenali, Saurabh Mathur, Erik Blasch, Sriraam Natarajan |
| 2024 | UAI | Knowledge Intensive Learning of Credal Networks. | Saurabh Mathur, Alessandro Antonucci, Sriraam Natarajan |
| 2023 | UAI | Knowledge Intensive Learning of Cutset Networks. | Saurabh Mathur, Vibhav Gogate, Sriraam Natarajan |
| 2010 | ICIP | Example-based image compression. | Jing-Yu Cui, Saurabh Mathur, Michele Covell, Vivek Kwatra, Mei Han |
| 2010 | WCNC | Adaptive Resource Allocation in Multicast OFDMA Systems. | Bakanoglu Kagan, Mingquan Wu, Hang Liu, Saurabh Mathur |
| 2008 | SECON | Cooperative Recovery in Heterogeneous Mobile Networks. | Kaustubh Sinkar, Amit Jagirdar, Thanasis Korakis, Hang Liu, Saurabh Mathur, Shivendra S. Panwar |
| 2007 | GLOBECOM | PONDER: Performance Aware P2P Video-on-Demand Service. | Yang Guo, Saurabh Mathur, Kumar Ramaswamy, Shengchao Yu, Bankim Patel |
| 2007 | ISM | A Staggered FEC System for Seamless Handoff in Wireless LANs: Implementation Experience and Experimental Study. | Hang Liu, Mingquan Wu, Dekai Li, Saurabh Mathur, Kumar Ramaswamy, Liqiao Han, Dipankar Raychaudhuri |
| 2007 | SGP | Discrete laplace operators: no free lunch. | Max Wardetzky, Saurabh Mathur, Felix Klberer, Eitan Grinspun |