Curriculum learning
Curriculum learning: A training strategy that presents examples in a designed order, often from easier to harder ones. The curriculum can depend on length, complexity, noise or required skills. A poorly calibrated progression can introduce bias and make comparisons with random-order training difficult.
In italiano: Curriculum LearningLegge III · Come una rete impara dai datiThe curriculum can depend on length, complexity, noise or required skills. A poorly calibrated progression can introduce bias and make comparisons with random-order training difficult.
Examples
- Sequences of increasing length
- Math exercises ordered by difficulty
- Clean data before noisy data