Balancing Act: Constraining Disparate Impact in Sparse Models.
Meraj HashemizadehJuan RamirezRohan SukumaranGolnoosh FarnadiSimon Lacoste-JulienJose Gallego-PosadaPublished in: CoRR (2023)
Keyphrases
- probabilistic model
- real world
- statistical models
- complex systems
- support vector machine
- neural network model
- experimental data
- model selection
- dimensionality reduction
- high dimensional
- artificial intelligence
- hidden markov models
- prior knowledge
- data sets
- multi agent systems
- image sequences
- three dimensional
- image segmentation
- linear regression
- mathematical models
- modeling framework
- compressed sensing