Agnostic Learning of a Single Neuron with Gradient Descent.
Spencer FreiYuan CaoQuanquan GuPublished in: NeurIPS (2020)
Keyphrases
- agnostic learning
- single neuron
- uniform distribution
- control algorithm
- noise tolerant
- cost function
- membership queries
- loss function
- boosting algorithms
- pac learning
- spike trains
- target function
- objective function
- pid control
- activation function
- concept class
- binary classification problems
- learning algorithm
- genetic algorithm
- noisy data
- positive and negative
- fuzzy logic
- multi class
- decision lists
- active learning