On the Iteration Complexity of Oblivious First-Order Optimization Algorithms.
Yossi ArjevaniOhad ShamirPublished in: CoRR (2016)
Keyphrases
- optimization problems
- computational cost
- computational complexity
- discrete optimization
- worst case
- learning algorithm
- combinatorial optimization
- global optimization
- efficient optimization
- data structure
- significant improvement
- optimization procedure
- machine learning algorithms
- space complexity
- optimization methods
- computationally efficient
- times faster
- database
- search algorithm
- data mining