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Saurabh Mathur

Orcid: 0000-0002-8604-3890

Affiliations:
  • University of Texas at Dallas, Department of Computer Science, TX, USA
  • Vellore Institute of Technology (VIT), School of Information Technology and Engineering, Vellore, Tamil Nadu, India (former)


According to our database1, Saurabh Mathur authored at least 9 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2024
A Unified Framework for Human-Allied Learning of Probabilistic Circuits.
[BibTeX]
[DOI]
Athresh Karanam
,
Saurabh Mathur
,
Sahil Sidheekh
,
Sriraam Natarajan
CoRR, 2024

Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits.
[BibTeX]
[DOI]
Sahil Sidheekh
,
Pranuthi Tenali
,
Saurabh Mathur
,
Erik Blasch
,
Kristian Kersting
,
Sriraam Natarajan
CoRR, 2024

On the Robustness and Reliability of Late Multi-Modal Fusion using Probabilistic Circuits.
[BibTeX]
[DOI]
Sahil Sidheekh
,
Pranuthi Tenali
,
Saurabh Mathur
,
Erik Blasch
,
Sriraam Natarajan
Proceedings of the 27th International Conference on Information Fusion, 2024

Deep Tractable Probabilistic Models.
[BibTeX]
[DOI]
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

Modeling Multiple Adverse Pregnancy Outcomes: Learning from Diverse Data Sources.
[BibTeX]
[DOI]
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
Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023
Knowledge Intensive Learning of Cutset Networks.
[BibTeX]
[DOI]
Saurabh Mathur
,
Vibhav Gogate
,
Sriraam Natarajan
Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022
Explaining Deep Tractable Probabilistic Models: The sum-product network case.
[BibTeX]
[DOI]
Athresh Karanam
,
Saurabh Mathur
,
Predrag Radivojac
,
David M. Haas
,
Kristian Kersting
,
Sriraam Natarajan
Proceedings of the International Conference on Probabilistic Graphical Models, 2022

2021
Explaining Deep Tractable Probabilistic Models: The sum-product network case.
[BibTeX]
[DOI]
Athresh Karanam
,
Saurabh Mathur
,
Predrag Radivojac
,
Kristian Kersting
,
Sriraam Natarajan
CoRR, 2021

2019
A scaled-down neural conversational model for chatbots.
[BibTeX]
[DOI]
Saurabh Mathur
,
Daphne Lopez
Concurr. Comput. Pract. Exp., 2019


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