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cs.LG2026★ 4 cited
Quantifying the Value of Constructive Induction, Knowledge, and Noise Filtering on Inductive Learning
Carl M. Kadie
Learning research, as one of its central goals, tries to measure, model, and understand how learning-problem properties affect average-case learning performance. For example, we wo…
cs.LG2026
Seer: Maximum Likelihood Regression for Learning-Speed Curves
Carl Myers Kadie
The research presented here focuses on modeling machine-learning performance. The thesis introduces Seer, a system that generates empirical observations of classification-learning…