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YooJung Choi
YooJung Choi
PhD Student, UCLA
Verified email at cs.ucla.edu - Homepage
Title
Cited by
Cited by
Year
What to expect of classifiers? reasoning about logistic regression with missing features
P Khosravi, Y Liang, YJ Choi, GV Broeck
Proceedings of the 28th International Joint Conference on Artificial …, 2019
382019
On tractable computation of expected predictions
P Khosravi, YJ Choi, Y Liang, A Vergari, GV Broeck
Advances in Neural Information Processing Systems 32, 11169-11180, 2019
312019
The institutional life of algorithmic risk assessment
A Solow-Niederman, YJ Choi, G Van den Broeck
Berkeley Tech. LJ 34, 705, 2019
272019
Probabilistic circuits: A unifying framework for tractable probabilistic models
YJ Choi, A Vergari, G Van den Broeck
Technical report, 2020
22*2020
Optimal feature selection for decision robustness in Bayesian networks
YJ Choi, A Darwiche, G Van den Broeck
Proceedings of the 26th International Joint Conference on Artificial …, 2017
222017
Handling missing data in decision trees: A probabilistic approach
P Khosravi, A Vergari, YJ Choi, Y Liang, GV Broeck
arXiv preprint arXiv:2006.16341, 2020
202020
Learning fair naive bayes classifiers by discovering and eliminating discrimination patterns
YJ Choi, G Farnadi, B Babaki, G Van den Broeck
Proceedings of the AAAI Conference on Artificial Intelligence 34 (06), 10077 …, 2020
162020
On robust trimming of bayesian network classifiers
YJ Choi, GV Broeck
Proceedings of the 27th International Joint Conference on Artificial …, 2018
122018
Probabilistic circuits: Representations, inference, learning and applications
A Vergari, YJ Choi, R Peharz, G Van den Broeck
Tutorial at the The 34th AAAI Conference on Artificial Intelligence, 2020
112020
Group Fairness by Probabilistic Modeling with Latent Fair Decisions
YJ Choi, M Dang, G Van den Broeck
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 12051 …, 2020
92020
A compositional atlas of tractable circuit operations: From simple transformations to complex information-theoretic queries
A Vergari, YJ Choi, A Liu, S Teso, GV Broeck
arXiv preprint arXiv:2102.06137, 2021
62021
A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference
A Vergari, YJ Choi, A Liu, S Teso, G Van den Broeck
Advances in Neural Information Processing Systems 34, 2021
22021
Solving Marginal MAP Exactly by Probabilistic Circuit Transformations
YJ Choi, T Friedman, G Van den Broeck
International Conference on Artificial Intelligence and Statistics, 10196-10208, 2022
12022
Lecture notes: Probabilistic circuits: Representation and inference
YJ Choi, A Vergari, G Van den Broeck
February, 2020
12020
What to Expect of Classifiers?
P Khosravi, Y Liang, YJ Choi, G Van den Broeck
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