neighbor sampling

CellStrat > Research/Blog > neighbor sampling
27
Aug
Working with Giant Graphs

#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently, our AI Lab Researcher Gouthaman Asokan presented an excellent session on Giant Graphs, wherein we use specialized Graph Neural Networks to process and mine massive graphs – such as social networks or paper citation graphs. Examples of Real Life Giant Graphs Giant graphs has usually millions or billions of nodes […]

Posted in: Graph Neural Networks, Healthcare, Pharma, Publishing,
Tags: Bigraph, control variate sampling, giant graphs, graph neural networks, graph theory, GraphSage, knowledge graph, Knowledge Graphs, neighbor sampling, Node Flow, PubMed, Receptive Field, reddit dataset, SageNet, social network, social networks,