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
1442010
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
972014
A symbolic approach to explaining bayesian network classifiers
A Shih, A Choi, A Darwiche
arXiv preprint arXiv:1805.03364, 2018
702018
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
562013
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
542015
Basing decisions on sentences in decision diagrams
Y Xue, A Choi, A Darwiche
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2012
542012
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
542006
Dynamic minimization of sentential decision diagrams
A Choi, A Darwiche
Proceedings of the AAAI Conference on Artificial Intelligence 27 (1), 2013
522013
On relaxing determinism in arithmetic circuits
A Choi, A Darwiche
International Conference on Machine Learning, 825-833, 2017
482017
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
48*2007
Tractable learning for complex probability queries
J Bekker, J Davis, A Choi, A Darwiche, G Van den Broeck
Proceedings of Advances in Neural Information Processing Systems 28 (NIPS …, 2015
462015
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
442012
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
412012
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
Reasoning framework for diagnosis and prognosis
KW Przytula, A Choi
Aerospace Conference, 2007 IEEE, 1-10, 2007
382007
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
352008
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
On Bayesian network approximation by edge deletion
A Choi, H Chan, A Darwiche
Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence …, 2005
33*2005
Tractable operations for arithmetic circuits of probabilistic models
Y Shen, A Choi, A Darwiche
Proceedings of the 30th International Conference on Neural Information …, 2016
322016
Structured features in naive Bayes classification
A Choi, N Tavabi, A Darwiche
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
282016
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Articles 1–20