| A symbolic approach to explaining bayesian network classifiers A Shih, A Choi, A Darwiche arXiv preprint arXiv:1805.03364, 2018 | 154 | 2018 |
| 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 | 154 | 2010 |
| Probabilistic sentential decision diagrams D Kisa, G Van den Broeck, A Choi, A Darwiche Fourteenth International Conference on the Principles of Knowledge …, 2014 | 146 | 2014 |
| Compiling probabilistic graphical models using sentential decision diagrams A Choi, D Kisa, A Darwiche Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 12th …, 2013 | 77 | 2013 |
| Dynamic minimization of sentential decision diagrams A Choi, A Darwiche Proceedings of the AAAI Conference on Artificial Intelligence 27 (1), 187-194, 2013 | 72 | 2013 |
| Tractable learning for structured probability spaces: A case study in learning preference distributions A Choi, G Van den Broeck, A Darwiche Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 65 | 2015 |
| On relaxing determinism in arithmetic circuits A Choi, A Darwiche International Conference on Machine Learning, 825-833, 2017 | 62 | 2017 |
| Tractable learning for complex probability queries J Bekker, J Davis, A Choi, A Darwiche, G Van den Broeck Advances in Neural Information Processing Systems 28, 2015 | 59 | 2015 |
| Compiling Bayesian network classifiers into decision graphs A Shih, A Choi, A Darwiche Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7966-7974, 2019 | 57 | 2019 |
| 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 | 57 | 2006 |
| 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 | 56 | 2012 |
| Basing decisions on sentences in decision diagrams Y Xue, A Choi, A Darwiche Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 842-849, 2012 | 54 | 2012 |
| Tractable operations for arithmetic circuits of probabilistic models Y Shen, A Choi, A Darwiche Advances in Neural Information Processing Systems 29, 2016 | 51 | 2016 |
| 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 |
| Software health management with Bayesian networks J Schumann, T Mbaya, O Mengshoel, K Pipatsrisawat, A Srivastava, ... Innovations in Systems and Software Engineering 9, 271-292, 2013 | 43 | 2013 |
| 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 | 42 | 2012 |
| Structured features in naive Bayes classification A Choi, N Tavabi, A Darwiche Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 40 | 2016 |
| Reasoning framework for diagnosis and prognosis KW Przytula, A Choi Aerospace Conference, 2007 IEEE, 1-10, 2007 | 40 | 2007 |
| Verifying binarized neural networks by angluin-style learning A Shih, A Darwiche, A Choi Theory and Applications of Satisfiability Testing–SAT 2019: 22nd …, 2019 | 38 | 2019 |
| On tractable representations of binary neural networks W Shi, A Shih, A Darwiche, A Choi arXiv preprint arXiv:2004.02082, 2020 | 37 | 2020 |
Adnan DarwicheProfessor of Computer Science, UCLAVerified email at cs.ucla.edu
