Gone Fishing: Neural Active Learning with Fisher Embeddings.
Jordan T. AshSurbhi GoelAkshay KrishnamurthySham M. KakadePublished in: CoRR (2021)
Keyphrases
- active learning
- network architecture
- learning strategies
- neural network
- random sampling
- vector space
- learning algorithm
- selective sampling
- manifold learning
- low dimensional
- semi supervised
- bio inspired
- training examples
- euclidean space
- relevance feedback
- crowd sourced
- learning rules
- artificial neural
- annotation effort
- dimensionality reduction
- unlabeled data
- labeled data
- pool based active learning
- supervised learning
- imbalanced data classification
- neural model
- learning process
- machine learning
- nonlinear predictive control
- batch mode active learning
- associative memory
- computational neuroscience
- fisher criterion
- neural fuzzy
- hebbian learning
- distance measure
- data points
- data mining