2023
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis
NeurIPS 2023poster
Natural target functions and tasks typically exhibit hierarchical modularity -- they can be broken down into simpler sub-functions that are organized in a hierarchy. Such sub-functions have two important features: they have a distinct set of inputs (input-separability) and they are reused as inputs…