Explicit and structured sum of squares lower bounds from high dimensional expanders.
Irit DinurYuval FilmusPrahladh HarshaMadhur TulsianiPublished in: Electron. Colloquium Comput. Complex. (2020)
Keyphrases
- lower bound
- high dimensional
- upper bound
- branch and bound
- low dimensional
- nearest neighbor
- dimensionality reduction
- objective function
- branch and bound algorithm
- np hard
- vc dimension
- high dimensionality
- feature space
- worst case
- high dimensional data
- similarity search
- structured data
- data points
- high dimensional datasets
- metric space
- optimal solution
- real world
- lower bounding
- sparse data
- lower and upper bounds
- randomly generated problems
- variable selection
- input space
- microarray data
- upper and lower bounds
- max sat
- high dimensional spaces
- high dimension
- parameter space
- quadratic assignment problem
- noisy data