引用次数
引用: 563
H-指数: 12
I10-指数 : 12
出版物: 20
The Institutional Life of Algorithmic Risk Assessment
Guy Van den Broeck , Alicia Solow-Niederman , YooJung Choi
Social Science Research Network
33
2019
On Tractable Computation of Expected Predictions
Guy Van den Broeck , Antonio Vergari , YooJung Choi , Yitao Liang
neural information processing systems 32 11167 -11178
13
2019
Optimal Feature Selection for Decision Robustness in Bayesian Networks
YooJung Choi , Adnan Darwiche , Guy Van den Broeck
international joint conference on artificial intelligence 1554 -1560
9
2017
Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns.
YooJung Choi , Golnoosh Farnadi , Behrouz Babaki , Guy Van den Broeck
national conference on artificial intelligence 34 ( 06) 10077 -10084
4
2020
A compositional atlas of tractable circuit operations for probabilistic inference
Antonio Vergari , YooJung Choi , Anji Liu , Stefano Teso
Advances in Neural Information Processing Systems 34 13189 -13201
15
2021
What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features
Pasha Khosravi , Yitao Liang , YooJung Choi , Guy Van den Broeck
IJCAI
49
2019
Group Fairness by Probabilistic Modeling with Latent Fair Decisions
YooJung Choi , Meihua Dang , Guy Van den Broeck
AAAI 2021
32
2020
Handling missing data in decision trees: A probabilistic approach
Pasha Khosravi , Antonio Vergari , YooJung Choi , Yitao Liang
arXiv preprint arXiv:2006.16341
31
2020
On Robust Trimming of Bayesian Network Classifiers
YooJung Choi , Guy Van den Broeck
IJCAI
13
2018
Solving marginal map exactly by probabilistic circuit transformations
YooJung Choi , Tal Friedman , Guy Van den Broeck
International Conference on Artificial Intelligence and Statistics 10196 -10208
12
2022
Certifying Fairness of Probabilistic Circuits
Nikil Roashan Selvam , Guy Van den Broeck , YooJung Choi
arXiv e-prints arXiv: 2212.02474 -arXiv: 2212.02474
7
2022
Lecture notes: probabilistic circuits: representation and inference
YooJung Choi , Antonio Vergari , Guy Van den Broeck
Feb 12 -12
3
2020
A Circus of Circuits: Connections Between Decision Diagrams, Circuits, and Automata
Antoine Amarilli , Marcelo Arenas , YooJung Choi , Mikaël Monet
arXiv preprint arXiv:2404.09674
1
2024
Probabilistic circuits: Representations, inference, learning and applications
Antonio Vergari , YooJung Choi , Robert Peharz , Guy Van den Broeck
Tutorial at the The 34th AAAI Conference on Artificial Intelligence
32
2020
A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference
YooJung Choi , Anji Liu , Stefano Teso , Guy Van den Broeck
The 4th Workshop on Tractable Probabilistic Modeling
Probabilistic Reasoning for Fair and Robust Decision Making
YooJung Choi
University of California, Los Angeles
2
2022
What to Expect of Classifiers?
Pasha Khosravi , Yitao Liang , YooJung Choi , Guy Van den Broeck
Reasoning about Logistic Regression with Missing Features. arXiv
1
2019
A Probabilistic Approach to Fairness under Label Bias
Saurav Anchlia , YooJung Choi
The 6th Workshop on Tractable Probabilistic Modeling
1
Probabilistic reasoning and learning for trustworthy AI
YooJung Choi
Proceedings of the AAAI Conference on Artificial Intelligence 37 ( 13) 15433 -15433
2023
Probabilistic circuits: A unifying framework for tractable probabilistic models
Y Choi , Antonio Vergari , Guy Van den Broeck
UCLA. URL: http://starai. cs. ucla. edu/papers/ProbCirc20. pdf 6 -6
87
2020