An Efficient Algorithm for High-Dimensional Log-Concave Maximum Likelihood.
Brian AxelrodGregory ValiantPublished in: CoRR (2018)
Keyphrases
- expectation maximization
- high dimensional
- maximum likelihood
- times faster
- detection algorithm
- optimization algorithm
- high accuracy
- learning algorithm
- computationally efficient
- np hard
- preprocessing
- significant improvement
- experimental evaluation
- improved algorithm
- em algorithm
- computational complexity
- theoretical analysis
- similarity measure
- cost function
- computational cost
- parameter space
- search space
- bayesian framework
- noisy data
- neural network
- estimation algorithm
- matching algorithm
- segmentation algorithm
- linear programming
- nearest neighbor
- k means
- optimal solution