Everyday algorithm auditing: Understanding the power of everyday users in surfacing harmful algorithmic behaviors.
Hong ShenAlicia DeVosMotahhare EslamiKenneth HolsteinPublished in: CoRR (2021)
Keyphrases
- high accuracy
- experimental evaluation
- times faster
- theoretical analysis
- worst case
- computational cost
- dynamic programming
- np hard
- cost function
- expectation maximization
- computational complexity
- optimal solution
- improved algorithm
- wide variety
- segmentation algorithm
- detection algorithm
- power consumption
- convergence rate
- simulated annealing
- everyday lives
- data sets
- significant improvement
- k means
- search space
- search algorithm
- objective function
- similarity measure
- maximum likelihood
- evolutionary algorithm
- optimization algorithm
- user interface
- convex hull
- recognition algorithm
- everyday life
- learning algorithm