Simple Average-Case Lower Bounds for Approximate Near-Neighbor from Isoperimetric Inequalities.
Yitong YinPublished in: ICALP (2016)
Keyphrases
- average case
- lower bound
- worst case
- average case complexity
- vc dimension
- worst case analysis
- online algorithms
- upper bound
- competitive ratio
- learning curves
- uniform distribution
- data sets
- sample complexity
- planar curves
- concept class
- upper and lower bounds
- branch and bound
- machine learning algorithms
- active learning
- feature space
- objective function