Gone Fishing: Neural Active Learning with Fisher Embeddings.
Jordan T. AshSurbhi GoelAkshay KrishnamurthySham M. KakadePublished in: NeurIPS (2021)
Keyphrases
- active learning
- network architecture
- neural network
- learning algorithm
- low dimensional
- semi supervised
- manifold learning
- training examples
- euclidean space
- random sampling
- bio inspired
- neural model
- artificial neural
- neural fuzzy
- learning strategies
- transfer learning
- experimental design
- selective sampling
- associative memory
- pool based active learning
- machine learning
- unlabeled data
- distance measure
- training set
- supervised learning
- vector space
- plays a vital role
- imbalanced data classification
- active learning strategies
- neural computation
- learning process
- labeled data
- batch mode
- multi class
- relevance feedback
- sample selection
- hebbian learning
- learning rules
- dimensionality reduction
- fisher criterion
- computational neuroscience
- crowd sourced
- semi supervised learning
- evolutionary robotics
- decision trees
- cost sensitive