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
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