YooJung Choi
YooJung Choi
PhD Student, UCLA
Verified email at cs.ucla.edu
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
arXiv preprint arXiv:1903.01620, 2019
272019
On tractable computation of expected predictions
P Khosravi, YJ Choi, Y Liang, A Vergari, GV Broeck
arXiv preprint arXiv:1910.02182, 2019
202019
The institutional life of algorithmic risk assessment
A Solow-Niederman, YJ Choi, G Van den Broeck
Berkeley Tech. LJ 34, 705, 2019
182019
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
172017
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
142020
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
92020
On robust trimming of bayesian network classifiers
YJ Choi, GV Broeck
arXiv preprint arXiv:1805.11243, 2018
92018
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
62020
Group Fairness by Probabilistic Modeling with Latent Fair Decisions
YJ Choi, M Dang, G Van den Broeck
arXiv preprint arXiv:2009.09031, 2020
22020
Probabilistic circuits: A unifying framework for tractable probabilistic models
YJ Choi, A Vergari, G Van den Broeck
Technical report, 2020
22020
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
12021
Lecture Notes Probabilistic Circuits: Representation and Inference
YJ Choi, A Vergari, G Van den Broeck
February, 2020
12020
A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference
YJ Choi, A Liu, S Teso, G Van den Broeck
The 4th Workshop on Tractable Probabilistic Modeling, 2021
2021
What to Expect of Classifiers?
P Khosravi, Y Liang, YJ Choi, G Van den Broeck
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