Aniruddh Nath

Graduate Student

Computer Science & Engineering

University of Washington

 

nath [at] cs.washington.edu

 

I work with Pedro Domingos, mostly on Statistical Relational Learning. Before this, I was an undergrad at the University of Illinois.

Other people I have collaborated with: Parag Singla, Matthew Richardson.

Papers

• Counting-MLNs: Learning Relational Structure for Decision Making. A. Nath and M. Richardson. AAAI 2012.
  • Code (coming soon)
• Learning Multiple Hierarchical Relational Clusterings. A. Nath and P. Domingos. SRL 2012.
• Approximate Lifted Belief Propagation. P. Singla, A. Nath and P. Domingos. StaR-AI 2010.
• Efficient Belief Propagation for Utility Maximization and Repeated Inference. A. Nath and P. Domingos. AAAI 2010.
• Efficient Lifting for Online Probabilistic Inference. A. Nath and P. Domingos. AAAI 2010.
  • Workshop version (StaR-AI 2010)
  • Dataset
• A Language for Relational Decision Theory. A. Nath and P. Domingos. SRL 2009.
• Code