Integration Methods and Optimization Algorithms.
Damien ScieurVincent RouletFrancis R. BachAlexandre d'AspremontPublished in: NIPS (2017)
Keyphrases
- optimization methods
- significant improvement
- benchmark datasets
- computational cost
- methods outperform
- optimization problems
- discrete optimization
- optimization method
- synthetic and real data sets
- quasi newton
- computer vision algorithms
- optimization approaches
- computationally intensive
- methods require
- search methods
- statistical methods
- machine learning methods
- monte carlo methods
- computationally expensive
- complexity analysis
- machine learning algorithms
- computationally efficient
- computational complexity
- synthetic and real datasets
- genetic algorithm
- computationally complex
- algorithms require
- problems in computer vision
- alternative methods
- data structure
- reinforcement learning
- bayesian networks