2 papers
cs.AI2025
Skill-based Explanations for Serendipitous Course Recommendation
Hung Chau, Run Yu, Zachary Pardos +1
Academic choice is crucial in U.S. undergraduate education, allowing students significant freedom in course selection. However, navigating the complex academic environment is chall…
cs.LG2025
From Abstract to Actionable: Pairwise Shapley Values for Explainable AI
Jiaxin Xu, Hung Chau, Angela Burden
Explainable AI (XAI) is critical for ensuring transparency, accountability, and trust in machine learning systems as black-box models are increasingly deployed within high-stakes d…