An Introduction to Lifelong Supervised Learning.
Shagun SodhaniMojtaba FaramarziSanket Vaibhav MehtaPranshu MalviyaMohamed AbdelsalamJanarthanan RajendranSarath ChandarPublished in: CoRR (2022)
Keyphrases
- supervised learning
- unsupervised learning
- learning algorithm
- training data
- supervised machine learning
- statistical learning
- semi supervised
- learning tasks
- active learning
- semi supervised learning
- reinforcement learning
- training examples
- labeled data
- machine learning
- class labels
- learning problems
- technology enhanced learning
- training set
- supervised classification
- multiple instance learning
- lifelong learning
- training samples
- unlabeled data
- learning activities
- probabilistic model
- pairwise
- learning scenarios
- lower bound
- st century
- multiscale
- data sets
- competence development