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Sriraam Natarajan

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The University of Texas at Dallas, USA

Building Expressive and Tractable Probabilistic Generative Models: A Review

Feb 01, 2024
Sahil Sidheekh, Sriraam Natarajan

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Promoting Research Collaboration with Open Data Driven Team Recommendation in Response to Call for Proposals

Sep 27, 2023
Siva Likitha Valluru, Biplav Srivastava, Sai Teja Paladi, Siwen Yan, Sriraam Natarajan

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(Deployed Application) Promoting Research Collaboration with Open Data Driven Team Recommendation in Response to Call for Proposals

Sep 18, 2023
Siva Likitha Valluru, Biplav Srivastava, Sai Teja Paladi, Siwen Yan, Sriraam Natarajan

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Knowledge-based Refinement of Scientific Publication Knowledge Graphs

Sep 10, 2023
Siwen Yan, Phillip Odom, Sriraam Natarajan

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MACOptions: Multi-Agent Learning with Centralized Controller and Options Framework

Feb 07, 2023
Alakh Aggarwal, Rishita Bansal, Parth Padalkar, Sriraam Natarajan

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Human-guided Collaborative Problem Solving: A Natural Language based Framework

Jul 19, 2022
Harsha Kokel, Mayukh Das, Rakibul Islam, Julia Bonn, Jon Cai, Soham Dan, Anjali Narayan-Chen, Prashant Jayannavar, Janardhan Rao Doppa, Julia Hockenmaier, Sriraam Natarajan, Martha Palmer, Dan Roth

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Explainable Models via Compression of Tree Ensembles

Jun 16, 2022
Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli

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Explaining Deep Tractable Probabilistic Models: The sum-product network case

Oct 19, 2021
Athresh Karanam, Saurabh Mathur, Predrag Radivojac, Kristian Kersting, Sriraam Natarajan

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Relational Neural Markov Random Fields

Oct 18, 2021
Yuqiao Chen, Sriraam Natarajan, Nicholas Ruozzi

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Dynamic probabilistic logic models for effective abstractions in RL

Oct 15, 2021
Harsha Kokel, Arjun Manoharan, Sriraam Natarajan, Balaraman Ravindran, Prasad Tadepalli

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