Sparsity lower bounds for dimensionality reducing maps.
Jelani NelsonHuy L. NguyenPublished in: STOC (2013)
Keyphrases
- lower bound
- high dimensional
- upper bound
- branch and bound algorithm
- branch and bound
- lower bounding
- lower and upper bounds
- feature space
- worst case
- dimensionality reduction
- linear programming relaxation
- intrinsic dimensionality
- upper and lower bounds
- vc dimension
- high dimensionality
- sparse representation
- np hard
- special case
- objective function
- min sum
- optimal cost
- data sets
- max sat
- small size
- data points
- neural network