Optimal Feature Selection for Decision Robustness in Bayesian Networks. - YooJung Choi 001; Adnan Darwiche; Guy Van den Broeck (IJCAI, 2017)

On Robust Trimming of Bayesian Network Classifiers. - YooJung Choi 001; Guy Van den Broeck (IJCAI, 2018)

What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features. - Pasha Khosravi; Yitao Liang; YooJung Choi 001; Guy Van den Broeck (IJCAI, 2019)

On Tractable Computation of Expected Predictions. - Pasha Khosravi; YooJung Choi 001; Yitao Liang; Antonio Vergari; Guy Van den Broeck (NeurIPS, 2019)

Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns. - YooJung Choi 001; Golnoosh Farnadi; Behrouz Babaki; Guy Van den Broeck (AAAI, 2020)

Handling Missing Data in Decision Trees: A Probabilistic Approach. - Pasha Khosravi; Antonio Vergari; YooJung Choi 001; Yitao Liang; Guy Van den Broeck (CoRR, 2020)

Group Fairness by Probabilistic Modeling with Latent Fair Decisions. - YooJung Choi 001; Meihua Dang; Guy Van den Broeck (AAAI, 2021)

A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference. - Antonio Vergari; YooJung Choi 001; Anji Liu; Stefano Teso; Guy Van den Broeck (NeurIPS, 2021)

A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-Theoretic Queries. - Antonio Vergari; YooJung Choi 001; Anji Liu; Stefano Teso; Guy Van den Broeck (CoRR, 2021)

Solving Marginal MAP Exactly by Probabilistic Circuit Transformations. - YooJung Choi 001; Tal Friedman; Guy Van den Broeck (AISTATS, 2022)

Probabilistic Reasoning and Learning for Trustworthy AI. - YooJung Choi 001 (AAAI, 2023)

Certifying Fairness of Probabilistic Circuits. - Nikil Roashan Selvam; Guy Van den Broeck; YooJung Choi 001 (AAAI, 2023)

A Compositional Atlas for Algebraic Circuits. - Benjie Wang 001; Denis Deratani Mauá; Guy Van den Broeck; YooJung Choi 001 (NeurIPS, 2024)

A Circus of Circuits: Connections Between Decision Diagrams, Circuits, and Automata. - Antoine Amarilli; Marcelo Arenas; YooJung Choi 001; Mikaël Monet; Guy Van den Broeck; Benjie Wang 001 (CoRR, 2024)

Optimal Transport for Probabilistic Circuits. - Adrian Ciotinga; YooJung Choi 001 (UAI, 2025)

On the Hardness of Approximating Distributions with Probabilistic Circuits. - John Leland; YooJung Choi 001 (CoRR, 2025)