Babak Ahmadi
Cited by
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Counting belief propagation
K Kersting, B Ahmadi, S Natarajan
arXiv preprint arXiv:1205.2637, 2012
Exploiting symmetries for scaling loopy belief propagation and relational training
B Ahmadi, K Kersting, M Mladenov, S Natarajan
Machine learning 92 (1), 91-132, 2013
Lifted Linear Programming
M Mladenov, B Ahmadi, K Kersting
15th International Conference on Artificial Intelligence and Statistics …, 2012
Multi-evidence lifted message passing, with application to pagerank and the kalman filter
B Ahmadi, K Kersting, S Sanner
IJCAI Proceedings-International Joint Conference on Artificial Intelligence …, 2011
Informed lifting for message-passing
K Kersting, Y El Massaoudi, F Hadiji, B Ahmadi
Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 2010
Lifted online training of relational models with stochastic gradient methods
B Ahmadi, K Kersting, S Natarajan
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2012
Type-based categorization of relational attributes
B Ahmadi, M Hadjieleftheriou, T Seidl, D Srivastava, ...
Proceedings of the 12th International Conference on Extending Database …, 2009
Markov logic sets: Towards lifted information retrieval using pagerank and label propagation
M Neumann, B Ahmadi, K Kersting
Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 2011
Lifted belief propagation: Pairwise marginals and beyond
B Ahmadi, K Kersting, F Hadiji
on Probabilistic Graphical Models, 9, 2010
Efficient sequential clamping for lifted message passing
F Hadiji, B Ahmadi, K Kersting
Annual Conference on Artificial Intelligence, 122-133, 2011
Lifted Message Passing for Satisfiability.
F Hadiji, K Kersting, B Ahmadi
Statistical Relational Artificial Intelligence, 2010
Geodblp: Geo-tagging dblp for mining the sociology of computer science
F Hadiji, K Kersting, C Bauckhage, B Ahmadi
arXiv preprint arXiv:1304.7984, 2013
MapReduce lifting for belief propagation
B Ahmadi, K Kersting, S Natarajan
Proceedings of the 16th AAAI Conference on Statistical Relational Artificial …, 2013
On Lifted PageRank, Kalman Filter and Towards Lifted Linear Program Solving.
B Ahmadi, M Mladenov, K Kersting, S Sanner
LWA, 35-42, 2011
Graphical models and symmetries: loopy belief propagation approaches.
B Ahmadi
University of Bonn, 2014
Lifted Parameter Learning in Relational Models
B Ahmadi, K Kersting, S Natarajan
ICML-2012 Workshop on Statistical Relational, 2012
Multi-evidence Lifted Message Passing
B Ahmadi, K Kersting, S Sanner
AAAI Press, 2011
O Scientist, Where Art Thou? Affiliation Propagation for Geo-Referencing Scientific Publications.
B Ahmadi, S Zayakh, F Hadiji, K Kersting
LWA, 133-136, 2011
Lifted Conditioning for Pairwise Marginals and Beyond.
B Ahmadi, K Kersting, F Hadiji
LWA, 13-18, 2010
Efficient Sequential Clamping for Lifted Message
F Hadiji, B Ahmadi, K Kersting
Proceedings of the 34th Annual German 7006, 0
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Articles 1–20