3: Induction vs. Transduction in Machine Learning

Feb 21, 2025 · 15 min read · Introduction One of the fundamental questions in machine learning is how models generalize from observed data to unseen examples. In AI research, this is often framed in terms of induction vs. transduction—two distinct paradigms for learning and reas...