Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation.
Xudong HanTimothy BaldwinTrevor CohnPublished in: ICLR (2023)
Keyphrases
- clustering method
- experimental evaluation
- feature set
- detection method
- objective function
- prior knowledge
- significant improvement
- main contribution
- computational cost
- optimization method
- synthetic data
- high accuracy
- unsupervised learning
- fully automatic
- error rate
- dynamic programming
- cost function
- evaluation method
- similarity measure
- classification method
- segmentation method
- unsupervised methods
- optimization algorithm
- theoretical analysis
- computationally efficient
- mutual information
- denoising
- semi supervised
- high dimensional
- bayesian networks