UnICORNN: A recurrent model for learning very long time dependencies.
T. Konstantin RuschSiddhartha MishraPublished in: CoRR (2021)
Keyphrases
- computational model
- probabilistic model
- learning problems
- mathematical model
- machine learning
- learned models
- learning mechanism
- learning scheme
- formal model
- learning tasks
- parameter estimation
- theoretical analysis
- probability distribution
- prior knowledge
- learning algorithm
- reinforcement learning
- dependency graph
- data sets
- learning phase
- decision theoretic
- knowledge base
- neural nets
- high level
- similarity measure
- management system
- network structure
- artificial neural networks
- background knowledge
- theoretical framework
- cost function
- collaborative learning