Optimization and Learning with Information Streams: Time-varying Algorithms and Applications.
Emiliano Dall'AneseAndrea SimonettoStephen BeckerLiam MaddenPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- noise tolerant
- data streams
- learning systems
- information sources
- learning problems
- information sharing
- machine learning algorithms
- learning process
- supervised learning
- data structure
- prior knowledge
- knowledge acquisition
- computational cost
- real time
- computationally efficient
- theoretical analysis
- simulated annealing
- background knowledge
- spatial information
- computational complexity
- learning tasks
- optimization methods
- kernel machines
- data sets