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Chang-Ho Shin

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#machine learning Preprint Sep 2026

Curriculum Learning as Transport: Understanding Curricula with Wasserstein Geodesics

Wasserstein curriculum paths is presented, a simple transport-based framework that decouples factors by representing curricula as trajectories of training distributions over discrete difficulty levels and improves hard-level performance relative to exposure-matched static sampling.

Chang-Ho Shin, David Alvarez-Melis · 0 citations

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