YooJung Choi

28 papers A* 10A 2Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cognitive bias in LLM reasoning compromises interpretation of clinical oncology notes.
CoRR
Matthew W. Kenaston, Umair Ayub, Mihir Parmar, Muhammad Umair Anjum, Syed Arsalan Ahmed Naqvi, Priya Kumar, Samarth Rawal, Aadel A. Chaudhuri, Yousef Zakharia, Elizabeth I. Heath, Tanios S. Bekaii-Saab, Cui Tao, Eliezer M. Van Allen, Ben Zhou, YooJung Choi, Chitta Baral, Irbaz Bin Riaz
2025 J jnl
Discovering and Learning Probabilistic Models of Black-Box AI Capabilities.
CoRR
Daniel Bramblett, Rushang Karia, Adrian Ciotinga, Ruthvick Suresh, Pulkit Verma, YooJung Choi, Siddharth Srivastava
2025 J jnl
On the Hardness of Approximating Distributions with Probabilistic Circuits.
CoRR
John Leland, YooJung Choi
2025 A conf
Optimal Transport for Probabilistic Circuits.
UAI
Adrian Ciotinga, YooJung Choi
2025 J jnl
Probabilistic Circuits for Knowledge Graph Completion with Reduced Rule Sets.
CoRR
Jaikrishna Manojkumar Patil, Nathaniel Lee, Al Mehdi Saadat Chowdhury, YooJung Choi, Paulo Shakarian
2024 J jnl
A Circus of Circuits: Connections Between Decision Diagrams, Circuits, and Automata.
CoRR
Antoine Amarilli, Marcelo Arenas, YooJung Choi, Mikaël Monet, Guy Van den Broeck, Benjie Wang
2024 A* conf
A Compositional Atlas for Algebraic Circuits.
NeurIPS
Benjie Wang, Denis Deratani Mauá, Guy Van den Broeck, YooJung Choi
2024 J jnl
A Compositional Atlas for Algebraic Circuits.
CoRR
Benjie Wang, Denis Deratani Mauá, Guy Van den Broeck, YooJung Choi
2024 J jnl
Optimal Transport for Probabilistic Circuits.
CoRR
Adrian Ciotinga, YooJung Choi
2023 A* conf
Certifying Fairness of Probabilistic Circuits.
AAAI
Nikil Roashan Selvam, Guy Van den Broeck, YooJung Choi
2023 A* conf
Probabilistic Reasoning and Learning for Trustworthy AI.
AAAI
YooJung Choi
2022 J jnl
Certifying Fairness of Probabilistic Circuits.
CoRR
Nikil Roashan Selvam, Guy Van den Broeck, YooJung Choi
2022 A conf
Solving Marginal MAP Exactly by Probabilistic Circuit Transformations.
AISTATS
YooJung Choi, Tal Friedman, Guy Van den Broeck
2021 A* conf
A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference.
NeurIPS
Antonio Vergari, YooJung Choi, Anji Liu, Stefano Teso, Guy Van den Broeck
2021 J jnl
A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-Theoretic Queries.
CoRR
Antonio Vergari, YooJung Choi, Anji Liu, Stefano Teso, Guy Van den Broeck
2021 A* conf
Group Fairness by Probabilistic Modeling with Latent Fair Decisions.
AAAI
YooJung Choi, Meihua Dang, Guy Van den Broeck
2021 J jnl
Solving Marginal MAP Exactly by Probabilistic Circuit Transformations.
CoRR
YooJung Choi, Tal Friedman, Guy Van den Broeck
2020 J jnl
Group Fairness by Probabilistic Modeling with Latent Fair Decisions.
CoRR
YooJung Choi, Meihua Dang, Guy Van den Broeck
2020 J jnl
Handling Missing Data in Decision Trees: A Probabilistic Approach.
CoRR
Pasha Khosravi, Antonio Vergari, YooJung Choi, Yitao Liang, Guy Van den Broeck
2020 A* conf
Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns.
AAAI
YooJung Choi, Golnoosh Farnadi, Behrouz Babaki, Guy Van den Broeck
2019 J jnl
Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns.
CoRR
YooJung Choi, Golnoosh Farnadi, Behrouz Babaki, Guy Van den Broeck
2019 A* conf
On Tractable Computation of Expected Predictions.
NeurIPS
Pasha Khosravi, YooJung Choi, Yitao Liang, Antonio Vergari, Guy Van den Broeck
2019 J jnl
On Tractable Computation of Expected Predictions.
CoRR
Pasha Khosravi, YooJung Choi, Yitao Liang, Antonio Vergari, Guy Van den Broeck
2019 A* conf
What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features.
IJCAI
Pasha Khosravi, Yitao Liang, YooJung Choi, Guy Van den Broeck
2019 J jnl
What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features.
CoRR
Pasha Khosravi, Yitao Liang, YooJung Choi, Guy Van den Broeck
2018 A* conf
On Robust Trimming of Bayesian Network Classifiers.
IJCAI
YooJung Choi, Guy Van den Broeck
2018 J jnl
On Robust Trimming of Bayesian Network Classifiers.
CoRR
YooJung Choi, Guy Van den Broeck
2017 A* conf
Optimal Feature Selection for Decision Robustness in Bayesian Networks.
IJCAI
YooJung Choi, Adnan Darwiche, Guy Van den Broeck