A PAC-Bayesian bound for Lifelong Learning.
Anastasia PentinaChristoph H. LampertPublished in: CoRR (2013)
Keyphrases
- lifelong learning
- pac bayesian
- distribution free
- rademacher complexity
- generalization bounds
- data dependent
- personal knowledge management
- learning processes
- m learning
- error bounds
- professional development
- competence development
- learning theory
- e learning
- online course
- normal distribution
- learning community
- information and communication technologies
- vc dimension
- risk bounds
- mobile learning
- ranking algorithm
- empirical risk minimization
- model selection
- software engineering