Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms.
Christopher De SaCe ZhangKunle OlukotunChristopher RéPublished in: NIPS (2015)
Keyphrases
- learning algorithm
- computational cost
- computationally efficient
- computer vision
- quantitative analysis
- computational complexity
- complexity analysis
- recently developed
- data analysis
- times faster
- computational efficiency
- orders of magnitude
- machine learning algorithms
- statistical analysis
- computationally expensive
- benchmark datasets
- theoretical analysis
- real world
- graphical models
- evolutionary algorithm
- artificial neural networks
- data streams
- image sequences
- machine learning