A Characterization of Stochastic Mirror Descent Algorithms and Their Convergence Properties.
Navid Azizan RuhiBabak HassibiPublished in: ICASSP (2019)
Keyphrases
- stochastic approximation
- learning algorithm
- data structure
- computational efficiency
- convergence rate
- neural network
- real time
- social networks
- theoretical analysis
- monte carlo
- approximation schemes
- theoretical justification
- orders of magnitude
- machine learning algorithms
- computationally efficient
- markov random field
- bayesian networks
- face recognition
- machine learning