Algorithm Auditing at a Large-Scale: Insights from Search Engine Audits.
Roberto UlloaMykola MakhortykhAleksandra UrmanPublished in: CoRR (2021)
Keyphrases
- data mining
- dynamic programming
- computational complexity
- preprocessing
- detection algorithm
- search engine
- objective function
- learning algorithm
- times faster
- experimental evaluation
- particle swarm optimization
- computationally efficient
- k means
- optimal solution
- optimization algorithm
- classification algorithm
- segmentation algorithm
- selection algorithm
- simulated annealing
- high accuracy
- cost function
- significant improvement
- lower bound
- expectation maximization
- denoising
- theoretical analysis
- computational cost
- clustering method
- tree structure
- search space
- memory requirements
- convergence rate
- decision trees