Algorithm Bias Detection and Mitigation in Lenovo Face Recognition Engine.
Sheng ShiShanshan WeiZhongchao ShiYangzhou DuWei FanJianping FanYolanda ConyersFeiyu XuPublished in: NLPCC (2) (2020)
Keyphrases
- detection algorithm
- dynamic programming
- learning algorithm
- recognition engine
- preprocessing
- times faster
- recognition algorithm
- detection method
- theoretical analysis
- improved algorithm
- search space
- experimental evaluation
- objective function
- decision trees
- clustering method
- expectation maximization
- significant improvement
- k means
- computational complexity
- optimal solution
- markov random field
- simulated annealing
- linear programming
- input data
- high accuracy
- worst case
- probabilistic model
- computational cost
- cost function
- tree structure
- convergence rate
- detection scheme