Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks.
Chunjie LuoJianfeng ZhanXiaohe XueLei WangRui RenQiang YangPublished in: ICANN (1) (2018)
Keyphrases
- cosine similarity
- dot product
- similarity function
- neural network
- vector space
- euclidean distance
- similarity measure
- distance function
- pairwise
- pattern recognition
- vector space model
- feature vectors
- tf idf
- kernel methods
- kernel function
- euclidean space
- clustering algorithm
- semantic similarity
- document clustering
- retrieval model
- feature space
- model selection
- information retrieval systems
- k means