Towards Leveraging AutoML for Sustainable Deep Learning: A Multi-Objective HPO Approach on Deep Shift Neural Networks.
Leona HennigTanja TornedeMarius LindauerPublished in: CoRR (2024)
Keyphrases
- deep learning
- multi objective
- neural network
- genetic algorithm
- unsupervised feature learning
- deep architectures
- evolutionary algorithm
- unsupervised learning
- machine learning
- pattern recognition
- deep belief networks
- weakly supervised
- objective function
- back propagation
- mental models
- neural nets
- information retrieval
- restricted boltzmann machine
- learning strategies
- data sets