Fast Algorithms for Logconcave Functions: Sampling, Rounding, Integration and Optimization.
László LovászSantosh S. VempalaPublished in: FOCS (2006)
Keyphrases
- discrete optimization
- significant improvement
- optimization problems
- theoretical analysis
- computational cost
- computationally efficient
- optimization approaches
- combinatorial optimization
- machine learning algorithms
- data structure
- stochastic search
- sampling algorithm
- optimization process
- times faster
- mathematical programming
- optimization methods
- approximation algorithms
- convergence rate
- parameter space
- global optimization
- learning algorithm
- orders of magnitude
- worst case
- evolutionary algorithm
- decision trees