Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning.
Emanuele FrandiRicardo ÑanculefJohan A. K. SuykensPublished in: CoRR (2014)
Keyphrases
- machine learning
- worst case
- computational issues
- machine learning algorithms
- computational complexity
- learning algorithm
- orders of magnitude
- decision trees
- significant improvement
- computational cost
- computationally efficient
- theoretical analysis
- neural network
- lower complexity
- space complexity
- inductive learning
- machine learning methods
- text mining
- pattern recognition
- search algorithm
- data mining techniques
- statistical methods
- artificial intelligence
- complexity analysis
- high computational complexity
- reinforcement learning