Time lower bounds for nonadaptive turnstile streaming algorithms.
Kasper Green LarsenJelani NelsonHuy L. NguyenPublished in: CoRR (2014)
Keyphrases
- lower bound
- learning algorithm
- objective function
- upper bound
- data sets
- computationally efficient
- computational cost
- worst case
- online algorithms
- combinatorial optimization
- benchmark datasets
- theoretical analysis
- special case
- data structure
- optimization problems
- data streams
- machine learning algorithms
- orders of magnitude
- feature selection
- error bounds
- upper and lower bounds
- average case
- data mining