Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability.
José Mena RoldánOriol Pujol VilaJordi Vitrià MarcaPublished in: FAT* (2020)
Keyphrases
- high accuracy
- computational cost
- detection algorithm
- optimization algorithm
- times faster
- computational efficiency
- experimental evaluation
- theoretical analysis
- computational complexity
- learning algorithm
- improved algorithm
- dynamic programming
- tree structure
- cost function
- objective function
- linear programming
- clustering method
- accuracy rate
- processing speed
- measurement error
- mixture model
- worst case
- segmentation algorithm
- expectation maximization
- particle swarm optimization
- information extraction
- significant improvement
- search space
- lower bound
- preprocessing
- optimal solution
- computational speed
- similarity measure