Browsing by Author "Bonet Solé, David"
Bonet Solé, David; Ortega, Antonio; Ruiz Hidalgo, Javier; Sarath Shekkizhar, Sarath (2021)
Open AccessState-of-the-art neural network architectures continue to scale in size and deliver impressive generalization results, although this comes at the expense of limited interpretability. In particular, a key challenge is to ...
Bonet Solé, David (Universitat Politècnica de Catalunya, 2021-06)
Covenantee: USC Viterbi School of EngineeringState-of-the-art neural network architectures continue to scale in size and deliver impressive results on unseen data points at the expense of poor interpretability. In the deep layers of these models we often encounter ...