Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability?
Gleb KuzminArtem VazhentsevArtem ShelmanovXudong HanSimon SusterMaxim PanovAlexander PanchenkoTimothy BaldwinPublished in: IJCNLP (1) (2023)
Keyphrases
- statistical models
- parameter estimation
- artificial intelligence
- complex systems
- monte carlo simulation
- machine learning
- real time
- probabilistic model
- accurate models
- estimation accuracy
- model fitting
- estimation algorithm
- density estimation
- experimental data
- resource allocation
- statistical model
- graphical models
- expert systems
- decision making