Arthur Choi
Arthur Choi
Verified email at cs.ucla.edu - Homepage
Title
Cited by
Cited by
Year
Optimal algorithms for haplotype assembly from whole-genome sequence data
D He, A Choi, K Pipatsrisawat, A Darwiche, E Eskin
Bioinformatics 26 (12), i183-i190, 2010
1292010
Probabilistic sentential decision diagrams
D Kisa, G Van den Broeck, A Choi, A Darwiche
Proceedings of the 14th international conference on principles of knowledge …, 2014
752014
Compiling probabilistic graphical models using sentential decision diagrams
A Choi, D Kisa, A Darwiche
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2013
532013
Basing decisions on sentences in decision diagrams
Y Xue, A Choi, A Darwiche
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
512012
An edge deletion semantics for belief propagation and its practical impact on approximation quality
A Choi, A Darwiche
Proceedings of the National Conference on Artificial Intelligence 21 (2), 1107, 2006
492006
Dynamic minimization of sentential decision diagrams
A Choi, A Darwiche
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence …, 2013
482013
Tractable learning for structured probability spaces: A case study in learning preference distributions
A Choi, G Van den Broeck, A Darwiche
Proceedings of 24th International Joint Conference on Artificial …, 2015
462015
Node splitting: A scheme for generating upper bounds in bayesian networks
A Choi, M Chavira, A Darwiche
Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence …, 2007
46*2007
A symbolic approach to explaining bayesian network classifiers
A Shih, A Choi, A Darwiche
arXiv preprint arXiv:1805.03364, 2018
432018
Tractable learning for complex probability queries
J Bekker, J Davis, A Choi, A Darwiche, G Van den Broeck
Advances in Neural Information Processing Systems, 2242-2250, 2015
412015
Software health management with Bayesian networks
J Schumann, T Mbaya, O Mengshoel, K Pipatsrisawat, A Srivastava, ...
Innovations in Systems and Software Engineering 9 (4), 271-292, 2013
402013
On relaxing determinism in arithmetic circuits
A Choi, A Darwiche
arXiv preprint arXiv:1708.06846, 2017
382017
Same-decision probability: A confidence measure for threshold-based decisions
A Choi, Y Xue, A Darwiche
International Journal of Approximate Reasoning 53 (9), 1415-1428, 2012
382012
Reasoning framework for diagnosis and prognosis
KW Przytula, A Choi
Aerospace Conference, 2007 IEEE, 1-10, 2007
372007
Lifted relax, compensate and then recover: From approximate to exact lifted probabilistic inference
G Van den Broeck, A Choi, A Darwiche
Proceedings of the 28th conference on uncertainty in artificial intelligence …, 2012
342012
A variational approach for approximating Bayesian networks by edge deletion
A Choi, A Darwiche
Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence …, 2006
34*2006
Solving weighted Max-SAT problems in a reduced search space: A performance analysis
K Pipatsrisawat, A Palyan, M Chavira, A Choi, A Darwiche
Journal on Satisfiability, Boolean Modeling and Computation 4, 191-217, 2008
312008
On Bayesian network approximation by edge deletion
A Choi, H Chan, A Darwiche
Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence …, 2005
29*2005
Relax, Compensate and Then Recover
A Choi, A Darwiche
New Frontiers in Artificial Intelligence, 167-180, 2011
252011
Structured features in naive Bayes classification
A Choi, N Tavabi, A Darwiche
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence …, 2016
232016
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