Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practice.
Wesley Hanwen DengBill Boyuan GuoAlicia DeVrioHong ShenMotahhare EslamiKenneth HolsteinPublished in: CHI (2023)
Keyphrases
- detection algorithm
- k means
- neural network
- experimental evaluation
- cost function
- learning algorithm
- np hard
- expectation maximization
- simulated annealing
- dynamic programming
- case study
- optimization algorithm
- objective function
- preprocessing
- optimal solution
- theoretical analysis
- probabilistic model
- computational complexity
- search space
- linear programming
- particle swarm optimization
- current practices
- computationally efficient
- emerging technologies
- worst case
- computational cost
- information technology
- lower bound
- video sequences
- genetic algorithm