Latent Projection BNNs: Avoiding weight-space pathologies by learning latent representations of neural network weights.
Melanie F. PradierWeiwei PanJiayu YaoSoumya GhoshFinale Doshi-VelezPublished in: CoRR (2018)
Keyphrases
- neural network
- learning algorithm
- weighted sum
- latent variables
- reinforcement learning
- learning process
- latent variable models
- back propagation
- recurrent networks
- learning problems
- learning tasks
- unsupervised learning
- weighting scheme
- latent space
- active learning
- linear combination
- learning systems
- online learning
- semi supervised
- prior knowledge
- weight update