17 citations · 49 across the 10 of their papers we have counts for
3 papers · 1 filter
Detection Accuracy for Evaluating Compositional Explanations of Units
Sayo M. Makinwa, Biagio La Rosa, Roberto Capobianco
The recent success of deep learning models in solving complex problems and in different domains has increased interest in understanding what they learn. Therefore, different approa…
Memory Wrap: a Data-Efficient and Interpretable Extension to Image Classification Models
Biagio La Rosa, Roberto Capobianco, Daniele Nardi
Due to their black-box and data-hungry nature, deep learning techniques are not yet widely adopted for real-world applications in critical domains, like healthcare and justice. Thi…
Reinforcement Learning for Optimization of COVID-19 Mitigation policies
Varun Kompella, Roberto Capobianco, Stacy Jong +5
The year 2020 has seen the COVID-19 virus lead to one of the worst global pandemics in history. As a result, governments around the world are faced with the challenge of protecting…