Limits of Learning from Imperfect Observations under Prior Ignorance: the Case of the Imprecise Dirichlet Model.
Alberto PiattiMarco ZaffalonFabio TrojaniPublished in: ISIPTA (2005)
Keyphrases
- prior knowledge
- learning process
- computational model
- mathematical model
- probabilistic model
- supervised learning
- knowledge acquisition
- learning scheme
- learning models
- experimental data
- partial information
- bayesian model
- privileged information
- learning phase
- learning mechanism
- learned models
- neural network
- neural nets
- parameter estimation
- unsupervised learning
- online learning
- management system
- objective function