Second-order Guarantees of Gradient Algorithms over Networks.
Amir DaneshmandGesualdo ScutariVyacheslav KungurtsevPublished in: Allerton (2018)
Keyphrases
- computationally efficient
- significant improvement
- orders of magnitude
- data structure
- computational efficiency
- neural network
- recently developed
- theoretical analysis
- theoretical guarantees
- probabilistic networks
- network analysis
- graph theory
- benchmark datasets
- higher order
- reinforcement learning
- social networks
- genetic algorithm
- machine learning
- data mining