Ran Darshan

The impact of allocation strategies in subset learning on the expressive power of neural networks

In traditional machine learning, models are defined by a set of parameters, which are optimized to perform specific tasks. In neural networks, these parameters correspond to the synaptic weights. However, in reality, it is often infeasible to control or update all weights. This challenge is not limi…