| 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 | 24 | 2019 |
| On tractable computation of expected predictions P Khosravi, YJ Choi, Y Liang, A Vergari, GV Broeck arXiv preprint arXiv:1910.02182, 2019 | 18 | 2019 |
| The Institutional Life of Algorithmic Risk Assessment A Solow-Niederman, YJ Choi, G Van den Broeck Berkeley Tech. LJ 34, 705, 2019 | 18 | 2019 |
| 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 | 18 | 2017 |
| 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 | 13 | 2020 |
| On robust trimming of bayesian network classifiers YJ Choi, GV Broeck arXiv preprint arXiv:1805.11243, 2018 | 10 | 2018 |
| 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 | 7 | 2020 |
| 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 | 6 | 2020 |
| Group Fairness by Probabilistic Modeling with Latent Fair Decisions YJ Choi, M Dang, GV Broeck arXiv preprint arXiv:2009.09031, 2020 | 2 | 2020 |
| Lecture Notes Probabilistic Circuits: Representation and Inference YJ Choi, A Vergari, G Van den Broeck February, 2020 | 1 | 2020 |
| 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 | | 2021 |
| What to Expect of Classifiers? P Khosravi, Y Liang, YJ Choi, G Van den Broeck | | |
| Probabilistic Circuits: A Unifying Framework for Tractable Probabilistic Models YJ Choi, A Vergari, G Van den Broeck | | |
Guy Van den BroeckAssociate Professor and Samueli Fellow, UCLAVerified email at cs.ucla.edu
