No Computation without Representation: Avoiding Data and Algorithm Biases through Diversity.
Caitlin KuhlmanLatifa JacksonRumi ChunaraPublished in: KDD (2020)
Keyphrases
- input data
- data sets
- noisy data
- learning algorithm
- preprocessing
- training data
- data analysis
- search space
- real valued time series
- image data
- dynamic programming
- database
- computational cost
- information loss
- optimal solution
- similarity measure
- cost function
- synthetic data
- synthetic datasets
- data reduction
- data quality
- image segmentation
- data mining techniques
- worst case
- data points
- clustering method
- optimization algorithm
- missing data
- spatial data
- data distribution
- original data
- prior information
- incomplete data
- knowledge discovery
- data sources
- search algorithm