Featured Hybrid Recommendation System Using Stochastic Gradient Descent
Si-Thin Nguyen, Hyun Young Kwak, Si Young Lee, Gwang Yong Gim · The International journal of networked and distributed computing · 2021
To deal with this information overload, incremental learning algorithm is the effective solution with Stochastic Gradient Descent (SGD) algorithm [11].However, the non-flexible feature in learning rate SGD require a better approach [2].For this is reason, this study adjusts two mechanisms which are k group and momentum into novel algorithm -k Momentum SGD (KMSGD).