Effect of identity mapping, transfer learning and domain knowledge on the robustness and generalization ability of a network: a biometric based case study.
Avantika SinghAditya NigamPublished in: J. Ambient Intell. Humaniz. Comput. (2020)
Keyphrases
- transfer learning
- generalization ability
- domain knowledge
- case study
- learning algorithm
- knowledge transfer
- learning tasks
- labeled data
- machine learning
- reinforcement learning
- support vector machine svm
- bp neural network
- transfer knowledge
- support vector machine
- text classification
- semi supervised learning
- ensemble methods
- cross domain
- active learning
- previously learned
- support vector
- domain adaptation
- data sets
- text categorization
- machine learning algorithms
- collaborative filtering
- real world
- face recognition
- domain theory
- multi task
- data mining
- knowledge base
- data analysis
- unlabeled data
- semi supervised