AutoEval Done Right: Using Synthetic Data for Model Evaluation.
Pierre BoyeauAnastasios N. AngelopoulosNir YosefJitendra MalikMichael I. JordanPublished in: CoRR (2024)
Keyphrases
- synthetic data
- formal model
- evaluation model
- real image data
- real world
- high level
- data sets
- probabilistic model
- image sequences
- evaluation framework
- neural network model
- statistical model
- mathematical model
- computational model
- em algorithm
- theoretical framework
- process model
- information systems
- parameter estimation
- learning algorithm
- cost function
- reinforcement learning