Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems

Caojin Zhang, Yicun Liu, Yuanpu Xie +10

Deep Neural Networks (DNNs) with sparse input features have been widely used in recommender systems in industry. These models have large memory requirements and need a huge amount…