Training Dynamics of Nonlinear Contrastive Learning Model in the High Dimensional Limit.
Lineghuan MengChuang WangPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- mathematical model
- prior knowledge
- learning algorithm
- computational model
- learning mechanism
- supervised learning
- high dimensional
- neural network
- learning scheme
- hidden markov models
- objective function
- highly nonlinear
- online learning
- feedforward neural networks
- structured prediction
- minority game
- learning models
- learning tasks
- dimensionality reduction
- artificial neural networks
- reinforcement learning
- training data
- similarity measure