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cs.LG2023★ 4 cited
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs
Emmanuel Abbe, Elisabetta Cornacchia, Aryo Lotfi
Experimental results have shown that curriculum learning, i.e., presenting simpler examples before more complex ones, can improve the efficiency of learning. Some recent theoretica…
cs.LG2023
A Mathematical Model for Curriculum Learning for Parities
Elisabetta Cornacchia, Elchanan Mossel
Curriculum learning (CL) - training using samples that are generated and presented in a meaningful order - was introduced in the machine learning context around a decade ago. While…