Information-Theoretic Objective Functions for Lifelong Learning.
Byoung-Tak ZhangPublished in: AAAI Spring Symposium: Lifelong Machine Learning (2013)
Keyphrases
- information theoretic
- lifelong learning
- objective function
- information theory
- mutual information
- theoretic framework
- learning processes
- personal knowledge management
- information bottleneck
- m learning
- jensen shannon divergence
- professional development
- learning community
- e learning
- online course
- information and communication technologies
- kullback leibler divergence
- competence development
- relative entropy
- information theoretic measures
- experiential learning
- learning algorithm
- user interface
- computer vision
- small businesses
- case study
- entropy measure
- image analysis
- statistically significant