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