Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising.
Michelle S. LamAyush PanditColin H. KalickiRachit GuptaPoonam SahooDanaë MetaxaPublished in: CoRR (2023)
Keyphrases
- times faster
- matching algorithm
- learning algorithm
- objective function
- high accuracy
- experimental study
- experimental evaluation
- optimization algorithm
- detection algorithm
- cost function
- computational complexity
- optimal solution
- computational cost
- significant improvement
- improved algorithm
- search space
- feature space
- theoretical analysis
- classification algorithm
- expectation maximization
- selection algorithm
- estimation algorithm
- single pass
- tree structure
- segmentation algorithm
- computationally efficient
- input data
- linear programming
- np hard
- bayesian networks