Nivio Ziviani

Fast Node Embeddings: Learning Ego-Centric Representations

Representation learning is one of the foundations of Deep Learning and allowed important improvements on several Machine Learning tasks, such as Neural Machine Translation, Question Answering and Speech Recognition. Recent works have proposed new methods for learning representations for nodes and ed…