Paper/Graph Learning (1) 썸네일형 리스트형 [GNN] Node2Vec: Scalable Feature Learning for Networks 0. Abstract Previsous Study predction task -> feature를 학습시키는 과정에서 많은 발전 BUT connectivity pattern을 제대로 학습 못함 This Paper low dimensional feature learning & maximizing likelihoods of nodes flexible notion of nodes ("neighborhood node" 너무 엄격한 구분 X) 1. Node2Vec semi supervisded algorithm supervised : expensive for real-word unsupervised : generalize X SGD motivation #Flexibility #Generalization u, s6.. 이전 1 다음
