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Saurabh Mathur
Saurabh Mathur
在 utdallas.edu 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
A scaled‐down neural conversational model for chatbots
S Mathur, D Lopez
Concurrency and Computation: Practice and Experience 31 (10), e4761, 2019
132019
Classification of text documents using association rule mining with critical relative support based pruning
P Karthik, M Saurabh, U Chandrasekhar
2016 International Conference on Advances in Computing, Communications and …, 2016
62016
Knowledge intensive learning of cutset networks
S Mathur, V Gogate, S Natarajan
Uncertainty in Artificial Intelligence, 1380-1389, 2023
52023
Exploiting domain knowledge as causal independencies in modeling gestational diabetes
S Mathur, A Karanam, P Radivojac, DM Haas, K Kersting, S Natarajan
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2023: Kohala Coast, Hawaii, USA, 3–7 …, 2022
52022
Decision making using fuzzy soft set inference system
U Chandrasekhar, S Mathur
Proceedings of the 3rd International Symposium on Big Data and Cloud …, 2016
52016
Credibility-aware multi-modal fusion using probabilistic circuits
S Sidheekh, P Tenali, S Mathur, E Blasch, K Kersting, S Natarajan
arXiv preprint arXiv:2403.03281, 2024
22024
Bayesian Learning of Probabilistic Circuits with Domain Constraints
A Karanam, S Mathur, S Sidheekh, S Natarajan
The 6th Workshop on Tractable Probabilistic Modeling, 2023
22023
Credibility-aware Reliable Multi-Modal Fusion Using Probabilistic Circuits
S Mathur, S Sidheekh, P Tenali, E Blasch, K Kersting, S Natarajan
12024
Explaining Deep Tractable Probabilistic Models: The sum-product network case
BA Karanam, S Mathur, P Radivojac, DM Haas, K Kersting, S Natarajan
International Conference on Probabilistic Graphical Models, 325-336, 2022
12022
Modeling multiple adverse pregnancy outcomes: Learning from diverse data sources
S Mathur, VP Gadekar, R Ramola, P Wang, R Thiruvengadam, DM Haas, ...
International Conference on Artificial Intelligence in Medicine, 293-302, 2024
2024
A Unified Framework for Human-Allied Learning of Probabilistic Circuits
A Karanam, S Mathur, S Sidheekh, S Natarajan
arXiv preprint arXiv:2405.02413, 2024
2024
Neurologic Statistical Prognostication and Risk Assessment for Kids on Extracorporeal Membrane Oxygenation—Neuro SPARK
N Shah, S Mathur, P Shanmugham, X Li, RR Thiagarajan, S Natarajan, ...
ASAIO Journal 70 (4), 305-312, 2024
2024
Deep Tractable Probabilistic Models
S Sidheekh, S Mathur, A Karanam, S Natarajan
Proceedings of the 7th Joint International Conference on Data Science …, 2024
2024
Learning Credal Conditional Probability Tables with Qualitative Knowledge
S Mathur, A Antonucci, S Natarajan
2024
On the Robustness and Reliability of Late Multi-Modal Fusion using Probabilistic Circuits
S Sidheekh, P Tenali, S Mathur, E Blasch, S Natarajan
Knowledge Intensive Learning of Credal Networks
S Mathur, A Antonucci, S Natarajan
The 40th Conference on Uncertainty in Artificial Intelligence, 0
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