Portrait of

YooJung Choi

Assistant Professor, School of Computing and Augmented Intelligence

YooJung Choi is an assistant professor in the School of Computing and Augmented Intelligence. Her research interests lie in probabilistic machine learning, tractable probabilistic modeling and inference, knowledge representation and reasoning, as well as trustworthy artificial intelligence (algorithmic fairness, robustness, interpretability). Previously, she received her Ph.D. in Computer Science at the University of California, Los Angeles. She is the recipient of a research award from Cisco and a Simons-Berkeley Research Fellowship. She was selected for the AAAI 2023 New Faculty Highlights and the Rising Stars in EECS 2020 at UC Berkeley.

 

ASU Search

Summer 2024

Adrian Ciotinga

Computer science

Computing the Optimal Transport Map Between Probabilistic Circuits

Tractable computation of statistical distance metrics allows for theoretical guarantees on the robustness of machine learning models.

Program: FURI

Spring 2023

Saurav Anchlia

Computer science

Mitigating Label Bias Through Probabilistic Modeling With Latent Variable

Mitigating bias in datasets and certifying fairness in decisions using probabilistic circuits will help make machine learning tasks fairer.

Program: MORE