Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning.
Jamshid SouratiMurat AkçakayaTodd K. LeenDeniz ErdogmusJennifer G. DyPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- asymptotic analysis
- fisher information
- active learning
- fluid model
- information geometry
- noise level
- euclidean space
- semi supervised
- free energy
- probability density function
- estimation error
- positive definite
- multidimensional scaling
- learning algorithm
- kullback leibler divergence
- exponential family
- machine learning
- semi supervised learning
- labeled data
- training set
- geodesic distance
- low dimensional