Learning to Persist: Exploring the Tradeoff Between Model Optimization and Experience Consistency.
Dmitri GoldenbergGuy TsypeIgor SpivakJavier AlbertAmir TzurPublished in: WWW (Companion Volume) (2021)
Keyphrases
- computational model
- probabilistic model
- learning scheme
- learning algorithm
- theoretical analysis
- active learning
- learning process
- decision theoretic
- optimization model
- high level
- neural nets
- online learning
- experimental data
- optimization process
- learning mechanism
- formal model
- learning tasks
- learning systems
- mathematical model
- computational complexity
- similarity measure
- mobile learning
- neural network
- unsupervised learning
- knowledge acquisition
- probability distribution
- learning models
- cost function
- inductive inference
- optimization procedure
- objective function
- reinforcement learning
- learning phase