Statistical Relational Artificial Intelligence

Publications

2010

Anton Chechetka, Denver Dash, Matthai Philipose
Relational Learning for Collective Classification of Entities in Images. Statistical Relational Artificial Intelligence (2010)
Parag Singla, Aniruddh Nath, Pedro M. Domingos
Approximate Lifted Belief Propagation. Statistical Relational Artificial Intelligence (2010)
David Andrew Moore, Andrea Pohoreckyj Danyluk
Deep Transfer as Structure Learning in Markov Logic Networks. Statistical Relational Artificial Intelligence (2010)
Statistical Relational Artificial Intelligence, Papers from the 2010 AAAI Workshop, Atlanta, Georgia, USA, July 12, 2010 Statistical Relational Artificial Intelligence (2010)
Fabian Hadiji, Kristian Kersting, Babak Ahmadi
Lifted Message Passing for Satisfiability. Statistical Relational Artificial Intelligence (2010)
Vibhav Gogate, Pedro M. Domingos
Exploiting Logical Structure in Lifted Probabilistic Inference. Statistical Relational Artificial Intelligence (2010)
Roni Khardon
Stochastic Planning and Lifted Inference. Statistical Relational Artificial Intelligence (2010)
Stanley Kok, Pedro M. Domingos
Using Structural Motifs for Learning Markov Logic Networks. Statistical Relational Artificial Intelligence (2010)
Sebastian Riedel
Declarative Probabilistic Programming for Undirected Graphical Models: Open Up to Scale Up. Statistical Relational Artificial Intelligence (2010)
Aniruddh Nath, Pedro M. Domingos
Efficient Lifting for Online Probabilistic Inference. Statistical Relational Artificial Intelligence (2010)
Chloé Kiddon, Pedro M. Domingos
Leveraging Ontologies for Lifted Probabilistic Inference and Learning. Statistical Relational Artificial Intelligence (2010)
Sriraam Natarajan, Tushar Khot, Daniel Lowd, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik
Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models. Statistical Relational Artificial Intelligence (2010)
Tuyen N. Huynh, Raymond J. Mooney
Online Max-Margin Weight Learning with Markov Logic Networks. Statistical Relational Artificial Intelligence (2010)
Ingo Thon, Bernd Gutmann, Guy Van den Broeck
Probabilistic Programming for Planning Problems. Statistical Relational Artificial Intelligence (2010)
Sindhu Raghavan, Raymond J. Mooney
Bayesian Abductive Logic Programs. Statistical Relational Artificial Intelligence (2010)
Nimar S. Arora, Stuart J. Russell, Erik B. Sudderth
Automatic Inference in BLOG. Statistical Relational Artificial Intelligence (2010)
Jaesik Choi, David J. Hill, Eyal Amir
Lifted Inference for Relational Continuous Models. Statistical Relational Artificial Intelligence (2010)
Hoifung Poon, Pedro M. Domingos
Machine Reading: A "Killer App" for Statistical Relational AI. Statistical Relational Artificial Intelligence (2010)
Anon Plangprasopchok, Kristina Lerman, Lise Getoor
Integrating Structured Metadata with Relational Affinity Propagation. Statistical Relational Artificial Intelligence (2010)
Paul S. Rosenbloom
An Architectural Approach to Statistical Relational AI. Statistical Relational Artificial Intelligence (2010)