How to Create an Equally, Linearly, and Exponentially Weighted Average of Neural Network Model Weights in Keras
https://machinelearningmastery.com/polyak-neural-network-model-weight-ensemble/
🔗 How to Create an Equally, Linearly, and Exponentially Weighted Average of Neural Network Model Weigh
The training process of neural networks is a challenging optimization process that can often fail to converge. This can mean that the model at the end of training may not be a stable or best-performing set of weights to use as a final model. One approach to address this problem is to use an average …
https://machinelearningmastery.com/polyak-neural-network-model-weight-ensemble/
🔗 How to Create an Equally, Linearly, and Exponentially Weighted Average of Neural Network Model Weigh
The training process of neural networks is a challenging optimization process that can often fail to converge. This can mean that the model at the end of training may not be a stable or best-performing set of weights to use as a final model. One approach to address this problem is to use an average …