An Efficient Streaming Algorithm for the Submodular Cover Problem.
Ashkan Norouzi-FardAbbas BazziIlija BogunovicMarwa El HalabiYa-Ping HsiehVolkan CevherPublished in: NIPS (2016)
Keyphrases
- detection algorithm
- objective function
- dynamic programming
- np hard
- theoretical analysis
- computational cost
- preprocessing
- optimization algorithm
- k means
- recognition algorithm
- experimental evaluation
- energy function
- convex hull
- times faster
- cost function
- optimal solution
- clustering algorithm
- segmentation algorithm
- expectation maximization
- computationally efficient
- probabilistic model
- single pass
- linear programming
- high accuracy
- worst case
- real time
- search space
- computational complexity
- data streams
- learning algorithm