Distributed Online Optimization via Gradient Tracking with Adaptive Momentum.
Guido CarnevaleFrancesco FarinaIvano NotarnicolaGiuseppe NotarstefanoPublished in: CoRR (2020)
Keyphrases
- real time
- distributed systems
- visual tracking
- camera network
- online learning
- particle filter
- optimization algorithm
- distributed environment
- lightweight
- cooperative
- linear predictors
- multi agent
- optimization process
- global optimization
- motion model
- learning rate
- distributed data
- computer networks
- constrained optimization
- mobile agents
- multiscale
- autonomy oriented computing
- appearance model
- stochastic gradient
- communication cost
- optimization method
- kalman filter
- object tracking
- website