On convolutional neural networks for selection inference: Revealing the effect of preprocessing on model learning and the capacity to discover novel patterns.
Ryan M. CecilLauren A. SugdenPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- preprocessing
- high level
- prior knowledge
- learning process
- convolutional neural networks
- objective function
- active learning
- probabilistic model
- probability distribution
- decision theoretic
- similarity measure
- boltzmann machine
- learning systems
- computational model
- mathematical model
- learning models
- learning scheme
- learning mechanism
- inference process
- learning algorithm
- markov logic
- efficient learning
- learning tasks
- em algorithm
- face recognition