Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm.
Guillem BoquetEdwar Macias ToroAntoni MorellJavier SerranoJosé López VicarioPublished in: EUSIPCO (2020)
Keyphrases
- learning algorithm
- detection algorithm
- theoretical analysis
- objective function
- worst case
- high accuracy
- computational cost
- convex hull
- np hard
- times faster
- classification algorithm
- linear programming
- clustering method
- optimization algorithm
- computational complexity
- matching algorithm
- ant colony optimization
- support vector
- dynamic programming
- computationally efficient
- expectation maximization
- data sets
- cost function
- support vector machine
- experimental evaluation