Logconcave Functions: Geometry and Efficient Sampling Algorithms
László LovászSantosh S. VempalaPublished in: FOCS (2003)
Keyphrases
- computationally efficient
- orders of magnitude
- computationally expensive
- benchmark datasets
- recently developed
- computational complexity
- evolutionary algorithm
- computational cost
- single pass
- combinatorial optimization
- computationally intensive
- uniform sampling
- learning algorithm
- computationally complex
- highly scalable
- complexity analysis
- machine learning algorithms
- theoretical analysis
- random sampling
- highly efficient
- efficient implementation
- computational efficiency
- sampling strategy
- significant improvement
- data structure