YooJung Choi
12 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (8) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (5) ๐ Cross-Pollinator (12)
๐
Conference Polyglot
(5)
๐
Academic Marathon
(8)
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Renaissance Researcher
(5)
๐ค
Dynamic Duo
(10)
๐งฌ
Topic Evolution
โ
The Questioner
๐
Century Club
(12)
๐๏ธ
Keyword Collector
(54)
๐ฅ
Unstoppable
(9)
Conferences
AAAI (4)
IJCAI (3)
NIPS (3)
AISTATS (1)
UAI (1)
Top co-authors
Keywords
probabilistic circuit
(5)
probabilistic inference
(3)
bayesian network
(3)
feature selection
(2)
algorithmic fairness
(2)
discrimination pattern
(2)
generative model
(2)
feature distribution
(1)
model robustness
(1)
logistic regression
(1)
probabilistic reasoning
(1)
tractable inference
(1)
marginal computation
(1)
exact inference
(1)
missing data imputation
(1)
maximum likelihood
(1)
probabilistic graphical model
(1)
graphical model
(1)
latent variable model
(1)
model interpretability
(1)
Papers
Optimal Transport for Probabilistic Circuits
UAI 2025
A Compositional Atlas for Algebraic Circuits
NIPS 2024
Probabilistic Reasoning and Learning for Trustworthy AI
AAAI 2023
Certifying Fairness of Probabilistic Circuits
AAAI 2023
Solving Marginal MAP Exactly by Probabilistic Circuit Transformations
AISTATS 2022
A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference
NIPS 2021
Group Fairness by Probabilistic Modeling with Latent Fair Decisions
AAAI 2021
Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns
AAAI 2020
What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features
IJCAI 2019
On Tractable Computation of Expected Predictions
NIPS 2019
On Robust Trimming of Bayesian Network Classifiers
IJCAI 2018
Optimal Feature Selection for Decision Robustness in Bayesian Networks
IJCAI 2017