Algorithms and Optimization under Uncertainty (NII Shonan Meeting 2017-5).
Niv BuchbinderNikhil R. DevanurDebmalya PanigrahiPublished in: NII Shonan Meet. Rep. (2017)
Keyphrases
- optimization problems
- discrete optimization
- learning algorithm
- global optimization
- theoretical analysis
- computer vision
- evolutionary algorithm
- recently developed
- computationally efficient
- real time
- optimization approaches
- combinatorial optimization
- optimization method
- orders of magnitude
- machine learning algorithms
- database
- computationally expensive
- optimization algorithm
- times faster
- itemsets
- markov random field
- computational cost
- optimization methods
- evolution strategy
- robust optimization
- database systems
- efficient optimization
- convex optimization problems