The Perturbed Prox-Preconditioned SPIDER algorithm for EM-based large scale learning.
Gersende FortEric MoulinesPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- expectation maximization
- incremental learning
- matching algorithm
- k means
- learning speed
- preprocessing
- computational complexity
- search space
- neural network
- detection algorithm
- optimization algorithm
- probabilistic model
- active learning
- learning process
- significant improvement
- particle swarm optimization
- learning phase
- reinforcement learning
- prior knowledge
- em algorithm
- objective function
- computational cost
- experimental evaluation
- simulated annealing
- online learning
- supervised learning
- least squares
- unsupervised learning
- segmentation algorithm
- search algorithm
- dynamic programming
- similarity measure
- np hard
- cost function