A PAC-Bayesian bound for Lifelong Learning.
Anastasia PentinaChristoph H. LampertPublished in: ICML (2014)
Keyphrases
- lifelong learning
- pac bayesian
- distribution free
- rademacher complexity
- learning processes
- generalization bounds
- error bounds
- data dependent
- personal knowledge management
- e learning
- information and communication technologies
- m learning
- competence development
- normal distribution
- online course
- professional development
- large deviations
- learning community
- risk bounds
- generalization ability
- learning theory
- learning scenarios
- statistical learning theory
- mobile learning