5 papers
LogicLearner: A Tool for the Guided Practice of Propositional Logic Proofs
Amogh Inamdar, Uzay Macar, Michel Vazirani +6
The study of propositional logic -- fundamental to the theory of computing -- is a cornerstone of the undergraduate computer science curriculum. Learning to solve logical proofs re…
Handling Uncertainty in Health Data using Generative Algorithms
Mahdi Arab Loodaricheh, Neh Majmudar, Anita Raja +1
Understanding and managing uncertainty is crucial in machine learning, especially in high-stakes domains like healthcare, where class imbalance can impact predictions. This paper i…
Hierarchical Multi-Armed Bandits for the Concurrent Intelligent Tutoring of Concepts and Problems of Varying Difficulty Levels
Blake Castleman, Uzay Macar, Ansaf Salleb-Aouissi
Remote education has proliferated in the twenty-first century, yielding rise to intelligent tutoring systems. In particular, research has found multi-armed bandit (MAB) intelligent…
M-DEW: Extending Dynamic Ensemble Weighting to Handle Missing Values
Adam Catto, Nan Jia, Ansaf Salleb-Aouissi +1
Missing value imputation is a crucial preprocessing step for many machine learning problems. However, it is often considered as a separate subtask from downstream applications such…
Teenagers and Artificial Intelligence: Bootcamp Experience and Lessons Learned
Uzay Macar, Blake Castleman, Noah Mauchly +8
Artificial intelligence (AI) stands out as a game-changer in today's technology landscape. However, the integration of AI education in classroom curricula currently lags behind, le…