Doing more by doing less: how structured partial backpropagation improves deep learning clusters.
Adarsh KumarKausik SubramanianShivaram VenkataramanAditya AkellaPublished in: DistributedML@CoNEXT (2021)
Keyphrases
- deep learning
- back propagation
- artificial neural networks
- neural network
- feed forward
- bp algorithm
- unsupervised learning
- training algorithm
- bp neural network
- feedforward neural networks
- feed forward neural networks
- unsupervised feature learning
- neural nets
- backpropagation algorithm
- machine learning
- fuzzy logic
- multilayer perceptron
- clustering algorithm
- learning algorithm
- backpropagation neural network
- hidden layer
- multilayer perceptron neural network
- neural network ensemble
- backpropagation neural networks
- weakly supervised
- mental models
- data points
- multilayer neural network
- genetic algorithm
- expert systems
- high dimensional
- probabilistic model
- data mining