Methods and Algorithms for Infinite Bayesian Stackelberg Security Games - (Extended Abstract).
Christopher KiekintveldJanusz MareckiMilind TambePublished in: GameSec (2010)
Keyphrases
- extended abstract
- computational cost
- significant improvement
- efficient optimization
- optimization methods
- synthetic and real datasets
- synthetic and real data sets
- benchmark datasets
- methods outperform
- problems in computer vision
- computational complexity
- alternative methods
- machine learning methods
- high computational complexity
- image processing algorithms
- optimization problems
- computationally expensive
- statistical methods
- data sets
- machine learning algorithms
- computationally efficient
- heuristic methods
- data structure
- bayesian networks
- noisy data
- error measure
- bayesian analysis
- computationally complex
- computer vision algorithms
- complexity analysis
- exhaustive search
- cross validation
- theoretical analysis
- preprocessing
- machine learning