Sum of Squares Lower Bounds from Pairwise Independence.
Boaz BarakSiu On ChanPravesh KothariPublished in: CoRR (2015)
Keyphrases
- lower bound
- pairwise
- upper bound
- branch and bound
- markov random field
- np hard
- branch and bound algorithm
- pairwise interactions
- multi class
- objective function
- loss function
- higher order
- conditional independence
- worst case
- lower bounding
- upper and lower bounds
- lower and upper bounds
- similarity measure
- semi supervised
- belief propagation
- sample complexity
- vc dimension
- graph matching
- pairwise constraints
- online algorithms
- quadratic assignment problem
- optimal cost
- spectral clustering
- randomly generated problems