Discriminative clustering with representation learning with any ratio of labeled to unlabeled data.

Corinne Jones Vincent Roulet Zaïd Harchaoui

Published in: Stat. Comput. (2022)

Keyphrases

supervised learning
unlabeled data
semi supervised
unsupervised learning
semi supervised learning
active learning
labeled data
learning algorithm
training data
labeled and unlabeled data
co training
labeled examples

labeled instances
learning problems
learning process
labeled training data
domain adaptation
positive examples
unlabeled instances
training examples
learning tasks
unlabeled images
sample selection bias

training set
data points
supervised learning algorithms
small set of labeled
labeling effort
unlabeled examples
prior knowledge
text classification
partially labeled
pairwise constraints
semi supervised classification

class labels
data sets
transductive learning
reinforcement learning
multi view learning
feature extraction
clustering algorithm
e learning
transfer learning
labeled and unlabeled examples
spectral clustering