2026
Balancing Scaffolding and Autonomy: A Case Study in Designing a Scalable Undergraduate Machine Learning Research Course
AAAI 2026technical
Undergraduate research experiences are often limited to small-scale apprenticeship models, leaving many students without accessible entry points into research practice. This paper presents the design and evaluation of a semester-long course for undergraduates to gain research experience in Machine L