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Books and Theses
- 2014
[b1]Babak Ahmadi:
Graphical models and symmetries: loopy belief propagation approaches. University of Bonn, Germany, 2014, pp. 1-153
Journal Articles
- 2017
- [j2]Hamed Mousavi, Babak Ahmadi, Saeed Rahimi:
A new approach to decrease the computational complexity of e-voting protocols. Trans. Emerg. Telecommun. Technol. 28(7) (2017) - 2013
- [j1]Babak Ahmadi, Kristian Kersting, Martin Mladenov, Sriraam Natarajan:
Exploiting symmetries for scaling loopy belief propagation and relational training. Mach. Learn. 92(1): 91-132 (2013)
Conference and Workshop Papers
- 2013
- [c13]Babak Ahmadi, Kristian Kersting, Sriraam Natarajan:
MapReduce Lifting for Belief Propagation. StarAI@AAAI 2013 - 2012
- [c12]Babak Ahmadi, Kristian Kersting, Sriraam Natarajan:
Lifted Online Training of Relational Models with Stochastic Gradient Methods. ECML/PKDD (1) 2012: 585-600 - [c11]Martin Mladenov, Babak Ahmadi, Kristian Kersting:
Lifted Linear Programming. AISTATS 2012: 788-797 - 2011
- [c10]Marion Neumann, Babak Ahmadi, Kristian Kersting:
Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation. AAAI 2011: 447-452 - [c9]Babak Ahmadi, Kristian Kersting, Scott Sanner:
Multi-Evidence Lifted Message Passing, with Application to PageRank and the Kalman Filter. IJCAI 2011: 1152-1158 - [c8]Fabian Hadiji, Babak Ahmadi, Kristian Kersting:
Efficient Sequential Clamping for Lifted Message Passing. KI 2011: 122-133 - [c7]Babak Ahmadi, Martin Mladenov, Kristian Kersting, Scott Sanner:
On Lifted PageRank, Kalman Filter and Towards Lifted Linear Program Solving. LWA 2011: 35-42 - [c6]Babak Ahmadi, Salah Zayakh, Fabian Hadiji, Kristian Kersting:
O Scientist, Where Art Thou? Affiliation Propagation for Geo-Referencing Scientific Publications. LWA 2011: 133-136 - 2010
- [c5]Fabian Hadiji, Kristian Kersting, Babak Ahmadi:
Lifted Message Passing for Satisfiability. StarAI@AAAI 2010 - [c4]Kristian Kersting, Youssef El Massaoudi, Fabian Hadiji, Babak Ahmadi:
Informed Lifting for Message-Passing. AAAI 2010: 1181-1186 - [c3]Babak Ahmadi, Kristian Kersting, Fabian Hadiji:
Lifted Conditioning for Pairwise Marginals and Beyond. LWA 2010: 13-18 - 2009
- [c2]Babak Ahmadi, Marios Hadjieleftheriou, Thomas Seidl
, Divesh Srivastava, Suresh Venkatasubramanian:
Type-based categorization of relational attributes. EDBT 2009: 84-95 - [c1]Kristian Kersting, Babak Ahmadi, Sriraam Natarajan:
Counting Belief Propagation. UAI 2009: 277-284
Informal and Other Publications
- 2013
- [i2]Fabian Hadiji, Kristian Kersting, Christian Bauckhage, Babak Ahmadi:
GeoDBLP: Geo-Tagging DBLP for Mining the Sociology of Computer Science. CoRR abs/1304.7984 (2013) - 2012
- [i1]Kristian Kersting, Babak Ahmadi, Sriraam Natarajan:
Counting Belief Propagation. CoRR abs/1205.2637 (2012)
Coauthor Index
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