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stat.ML2024
Is Transductive Learning Equivalent to PAC Learning?
Shaddin Dughmi, Yusuf Kalayci, Grayson York
Much of learning theory is concerned with the design and analysis of probably approximately correct (PAC) learners. The closely related transductive model of learning has recently…
cs.GT2024★ 1 cited
Proportional Representation in Metric Spaces and Low-Distortion Committee Selection
Yusuf Hakan Kalayci, David Kempe, Vikram Kher
We introduce a novel definition for a small set R of k points being "representative" of a larger set in a metric space. Given a set V (e.g., documents or voters) to represent, and…