Aniruddh Nath

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 5

Top Topics

Relational Models

Artificial Intelligent

Belief Propagation

Statistical Data

Top Venues

AAAI Workshop: Statistical Relational Artificial Intelligence

Publications

Zhe Zhao, Lichan Hong, Li Wei, Jilin Chen, Aniruddh Nath, Shawn Andrews, Aditee Kumthekar, Maheswaran Sathiamoorthy, Xinyang Yi, Ed H. Chi
Recommending what video to watch next: a multitask ranking system. RecSys (2019)
Pedro M. Domingos, Daniel Lowd, Stanley Kok, Aniruddh Nath, Hoifung Poon, Matthew Richardson, Parag Singla
Unifying Logical and Statistical AI. LICS (2016)
Aniruddh Nath, Pedro M. Domingos
Learning Tractable Probabilistic Models for Fault Localization. AAAI (2016)
Aniruddh Nath, Pedro M. Domingos
Learning Relational Sum-Product Networks. AAAI (2015)
Aniruddh Nath, Pedro M. Domingos
Learning Tractable Probabilistic Models for Fault Localization. CoRR (2015)
Parag Singla, Aniruddh Nath, Pedro M. Domingos
Approximate Lifting Techniques for Belief Propagation. AAAI (2014)
Aniruddh Nath, Pedro M. Domingos
Automated Debugging with Tractable Probabilistic Programming. AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Aniruddh Nath, Pedro M. Domingos
Learning Tractable Statistical Relational Models. AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Aniruddh Nath, Matthew Richardson
Counting-MLNs: Learning Relational Structure for Decision Making. AAAI (2012)
Aniruddh Nath, Pedro M. Domingos
Efficient Belief Propagation for Utility Maximization and Repeated Inference. AAAI (2010)
Aniruddh Nath, Pedro M. Domingos
Efficient Lifting for Online Probabilistic Inference. AAAI (2010)
Aniruddh Nath, Pedro M. Domingos
Efficient Lifting for Online Probabilistic Inference. Statistical Relational Artificial Intelligence (2010)
Parag Singla, Aniruddh Nath, Pedro M. Domingos
Approximate Lifted Belief Propagation. Statistical Relational Artificial Intelligence (2010)