| Probabilistic circuits: A unifying framework for tractable probabilistic models YJ Choi, A Vergari, G Van den Broeck Technical report, 2020 | 199* | 2020 |
| 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, 13189-13201, 2021 | 115 | 2021 |
| 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 | 64 | 2019 |
| What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features P Khosravi, Y Liang, YJ Choi, G Van den Broeck arXiv, 2019 | 62 | 2019 |
| 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 | 59 | 2020 |
| The institutional life of algorithmic risk assessment A Solow-Niederman, YJ Choi, G Van den Broeck Berkeley Tech. LJ 34, 705, 2019 | 57 | 2019 |
| 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 | 53 | 2020 |
| 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 | 50 | 2020 |
| Probabilistic circuits: Representations, inference, learning and applications A Vergari, YJ Choi, R Peharz, G Van den Broeck AAAI Tutorial, 2020 | 41 | 2020 |
| Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence Y Choi, A Darwiche, G Van den Broeck IJCAI, 2017 | 38 | 2017 |
| 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 | 33 | 2017 |
| 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 | 20 | 2022 |
| A Compositional Atlas for Algebraic Circuits B Wang, D Mauá, G Van den Broeck, YJ Choi The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 13 | 2024 |
| On robust trimming of bayesian network classifiers YJ Choi, GV Broeck Proceedings of the 27th International Joint Conference on Artificial …, 2018 | 13 | 2018 |
| A circus of circuits: Connections between decision diagrams, circuits, and automata A Amarilli, M Arenas, YJ Choi, MÃĢ Monet, GV Broeck, B Wang arXiv preprint arXiv:2404.09674, 2024 | 12 | 2024 |
| Certifying fairness of probabilistic circuits NR Selvam, G Van den Broeck, YJ Choi Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 12278 …, 2023 | 10 | 2023 |
| GV d. Broeck. Handling missing data in decision trees: A probabilistic approach P Khosravi, A Vergari, Y Choi, Y Liang arXiv preprint arXiv:2006.16341, 2020 | 8 | 2020 |
| Lecture notes: Probabilistic circuits: Representation and inference Y Choi, A Vergari, G Van den Broeck February, 2020 | 5 | 2020 |
| Probabilistic Reasoning for Fair and Robust Decision Making YJ Choi University of California, Los Angeles, 2022 | 4 | 2022 |
| Optimal Transport for Probabilistic Circuits A Ciotinga, YJ Choi arXiv preprint arXiv:2410.13061, 2024 | 2 | 2024 |
Guy Van den BroeckProfessor, UCLAVerified email at cs.ucla.edu
