Learning curves for the multi-class teacher-student perceptron.
Elisabetta CornacchiaFrancesca MignaccoRodrigo VeigaCédric GerbelotBruno LoureiroLenka ZdeborováPublished in: CoRR (2022)
Keyphrases
- multi class
- learning curves
- teacher student
- perceptron algorithm
- learning algorithm
- learning curve
- average case
- online learning
- professional development
- classroom learning
- power law
- sample complexity
- vc dimension
- feature selection
- pairwise
- neural network
- random graphs
- science classroom
- support vector machine
- multiple classes
- sensemaking
- gaussian processes
- support vector
- generalization error
- multi task
- feature vectors
- training data
- supervised learning
- case study
- multi class classifier