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All publications by Adnan Darwiche
authors venues years



Tractable Learning for Complex Probability Queries
Jessa Bekker, Jesse Davis, Arthur Choi, Adnan Darwiche and Guy Broeck
Advances in Neural Information Processing Systems 28, 2015


Decomposing Parameter Estimation Problems
Khaled S. Refaat, Arthur Choi and Adnan Darwiche
Advances in Neural Information Processing Systems 27, 2014


EDML for Learning Parameters in Directed and Undirected Graphical Models
Khaled Refaat, Arthur Choi and Adnan Darwiche
Advances in Neural Information Processing Systems 26, 2013


On the Complexity and Approximation of Binary Evidence in Lifted Inference
Guy Broeck and Adnan Darwiche
Advances in Neural Information Processing Systems 26, 2013


Approximating MAP by Compensating for Structural Relaxations
Arthur Choi and Adnan Darwiche
Advances in Neural Information Processing Systems 22, 2009


A Differential Semantics for Jointree Algorithms
James D. Park and Adnan Darwiche
Advances in Neural Information Processing Systems 15, 2002