Aniruddh Nath
Aniruddh Nath
Google, LLC
Verified email at google.com
TitleCited byYear
Unifying logical and statistical AI
P Domingos, D Lowd, S Kok, A Nath, H Poon, M Richardson, P Singla
2016 31st Annual ACM/IEEE Symposium on Logic in Computer Science (LICS), 1-11, 2016
1342016
Efficient Belief Propagation for Utility Maximization and Repeated Inference
A Nath, P Domingos
Proceedings of the AAAI Conference on Artificial Intelligence, 2010
342010
Approximate Lifting Techniques for Belief Propagation
P Singla, A Nath, P Domingos
Proceedings of the AAAI Conference on Artificial Intelligence, 2014
322014
Efficient Lifting for Online Probabilistic Inference
A Nath, P Domingos
Proceedings of the AAAI Conference on Artificial Intelligence, 2010
302010
A Language for Relational Decision Theory
A Nath, P Domingos
International Workshop on Statistical Relational Learning (SRL), 2009
272009
The alchemy system for statistical relational ai: User manual
S Kok, P Singla, M Richardson, P Domingos, M Sumner, H Poon, D Lowd, ...
Department of Computer Science and Engineering, University of Washington, 2008
272008
Approximate Lifted Belief Propagation
P Singla, A Nath, P Domingos
AAAI-10 Workshop on Statistical Relational AI (StaR-AI), 2010
222010
Learning tractable probabilistic models for fault localization
A Nath, P Domingos
Thirtieth AAAI Conference on Artificial Intelligence, 2016
192016
Learning Relational Sum-Product Networks
A Nath, P Domingos
Proceedings of the AAAI Conference on Artificial Intelligence, 2015
182015
Recommending what video to watch next: a multitask ranking system
Z Zhao, L Hong, L Wei, J Chen, A Nath, S Andrews, A Kumthekar, ...
Proceedings of the 13th ACM Conference on Recommender Systems, 43-51, 2019
92019
Markov logic: a language and algorithms for link mining
P Domingos, D Lowd, S Kok, A Nath, H Poon, M Richardson, P Singla
Link Mining: Models, Algorithms, and Applications, 135-161, 2010
82010
Learning Tractable Statistical Relational Models
A Nath, P Domingos
AAAI-14 Workshop on Statistical Relational AI (StaR-AI), 2014
52014
Counting-MLNs: Learning Relational Structure for Decision Making
A Nath, M Richardson
Proceedings of the AAAI Conference on Artificial Intelligence, 2012
52012
Learning Multiple Hierarchical Relational Clusterings
A Nath, P Domingos
ICML-12 Workshop on Statistical Relational Learning, 2012
42012
Relational learning for system imitation
M Richardson, A Nath
US Patent 8,862,523, 2014
12014
Learning and Exploiting Relational Structure for Efficient Inference
A Nath
2015
Automated Debugging with Tractable Probabilistic Programming
A Nath, PM Domingos
AAAI-14 Workshop on Statistical Relational AI (StaR-AI), 2014
2014
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Articles 1–17