Differentiable Top-k Classification Learning.
Felix PetersenHilde KuehneChristian BorgeltOliver DeussenPublished in: ICML (2022)
Keyphrases
- supervised learning
- learning algorithm
- learning process
- learning phase
- statistical learning
- machine learning
- classification scheme
- learning problems
- support vector
- incremental learning
- learning systems
- multi category
- discriminative learning
- neural network
- objective function
- learning tasks
- classification algorithm
- training set
- classification accuracy
- feature vectors
- training samples
- unsupervised learning
- text classification
- support vector machine
- reinforcement learning
- feature extraction
- inductive inference
- prior knowledge
- preprocessing