most citedInitialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems

9 citations · 9 across the 1 of their papers we have counts for

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1 paper

cs.IR2021★ 9 cited

Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems

Yinan Zhang, Boyang Li, Yong Liu +2

Proper initialization is crucial to the optimization and the generalization of neural networks. However, most existing neural recommendation systems initialize the user and item em…