Agnostic Learning of a Single Neuron with Gradient Descent.
Spencer FreiYuan CaoQuanquan GuPublished in: CoRR (2020)
Keyphrases
- agnostic learning
- single neuron
- uniform distribution
- control algorithm
- cost function
- membership queries
- noise tolerant
- boosting algorithms
- pac learning
- loss function
- spike trains
- objective function
- pid control
- binary classification problems
- target function
- decision lists
- boolean functions
- fuzzy control
- activation function
- concept class
- pid controller
- machine learning
- sample size
- small number
- support vector
- feature extraction