pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems.
Momojit BiswasHimanshu BuckchashDilip K. PrasadPublished in: CoRR (2023)
Keyphrases
- learning problems
- supervised learning
- learning tasks
- learning algorithm
- statistical learning theory
- machine learning
- kernel methods
- machine learning algorithms
- learning models
- multi task learning
- reinforcement learning
- multi task
- pac learning
- unsupervised learning
- semi supervised learning
- relational learning
- active learning
- data sets
- statistical learning
- inductive inference
- structured sparsity
- supervised learning algorithms
- computational learning theory
- sample complexity
- high dimensional
- prior knowledge
- transfer learning
- maximum likelihood