FONDUE: an algorithm to find the optimal dimensionality of the latent representations of variational autoencoders.
Lisa BonhemeMarek GrzesPublished in: CoRR (2022)
Keyphrases
- dynamic programming
- k means
- optimal solution
- experimental evaluation
- worst case
- learning algorithm
- optimization algorithm
- cost function
- detection algorithm
- objective function
- preprocessing
- high accuracy
- computational complexity
- globally optimal
- matching algorithm
- segmentation algorithm
- locally optimal
- computational cost
- image segmentation
- linear programming
- exhaustive search
- path planning
- probabilistic model
- optimal path
- dimensional data
- multiplicative noise removal
- generative model
- input data
- simulated annealing
- np hard
- significant improvement
- search space
- bayesian networks
- similarity measure
- image processing