Schrödinger's Category: Active Learning in the Face of Label Ambiguity.
John PattersonElisabeth A. KaruzaPublished in: CogSci (2020)
Keyphrases
- active learning
- hamilton jacobi
- distance transform
- heat equation
- wave equation
- label noise
- active learning framework
- eikonal equation
- face images
- learning strategies
- human faces
- finite difference
- labeling effort
- supervised learning
- semi supervised
- scale space
- learning algorithm
- steady state
- multi label
- random sampling
- medial axis
- unlabeled data
- object recognition
- object categories
- unlabeled instances
- active learner
- query by committee
- transfer learning
- selective sampling
- experimental design
- recognition algorithm
- partial differential equations
- data sets
- class labels
- labeled data
- learning process
- multiscale
- image processing
- machine learning