Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training

Zihao Deng, Benjamin Ghaemmaghami, Ashish Kumar Singh +4

Modern DNN-based recommendation systems rely on training-derived embeddings of sparse features. Input sparsity makes obtaining high-quality embeddings for rarely-occurring categori…