Sum-of-Squares Lower Bounds for Densest k-Subgraph.
Chris JonesAaron PotechinGoutham RajendranJeff XuPublished in: STOC (2023)
Keyphrases
- lower bound
- graph mining
- similarity graph
- dense subgraphs
- np hard
- upper bound
- branch and bound algorithm
- lower and upper bounds
- graph databases
- pattern mining
- quadratic assignment problem
- optimal solution
- upper and lower bounds
- worst case
- branch and bound
- graph data
- community discovery
- vc dimension
- community detection
- link analysis
- linear programming relaxation
- linear programming
- objective function
- learning algorithm
- optimal cost
- lower bounding
- image segmentation
- maximum weight
- online algorithms
- label propagation
- intra class
- biological networks
- special case
- connected components