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Topic: high-dimensional limit

ePoster
1 ePoster

In Neuroscience

An Analytical Theory of Curriculum Learning

Luca Saglietti,Stefano Sarao Mannelli,Andrew Saxe · COSYNE 2022

In animals and humans, curriculum learning---presenting data in a curated order---is critical to rapid learning and effective pedagogy. A long history of experiments has demonstrated the impact of curricula in a variety of animals---including rats, mice, dogs, pigeons and humans---but, despite its ubiquitous presence, a theoretical understanding of the phenomenon is still lacking. Surprisingly, in contrast to animal learning, curricula strategies are rarely used in machine learning and recent simulation studies conclude that curricula are moderately effective or ineffective in most cases. T

Fri, Mar 18, 2022

ePoster · Neuroscience