Automated Sizing and Training of Efficient Deep Autoencoders using Second Order Algorithms.
Kanishka TyagiChinmay RaneMichael T. ManryPublished in: CoRR (2023)
Keyphrases
- computationally expensive
- computationally efficient
- efficient implementation
- computationally complex
- orders of magnitude
- denoising
- training set
- learning algorithm
- computationally demanding
- highly scalable
- training examples
- neural network
- computationally intensive
- complexity analysis
- semi automated
- indexing structure
- algorithmic solutions
- benchmark datasets
- machine learning algorithms
- optimization problems
- higher order
- significant improvement
- decision trees
- machine learning