The Tractability of SHAP-Score-Based Explanations over Deterministic and Decomposable Boolean Circuits

28 July 2020

Papers citing "The Tractability of SHAP-Score-Based Explanations over Deterministic and Decomposable Boolean Circuits"

7 / 7 papers shown

Title
Attribution-Scores in Data Management and Explainable Machine Learning Leopoldo Bertossi XAI FAtt CML 9 1 0 31 Jul 2023
Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence Leopoldo Bertossi XAI CML 23 5 0 06 Mar 2023
Reasoning about Counterfactuals and Explanations: Problems, Results and Directions Leopoldo Bertossi LRM 17 0 0 25 Aug 2021
Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis Leopoldo Bertossi 11 4 0 19 Jun 2021
Declarative Approaches to Counterfactual Explanations for Classification Leopoldo Bertossi 32 17 0 15 Nov 2020
On the Tractability of SHAP Explanations Guy Van den Broeck A. Lykov Maximilian Schleich Dan Suciu FAtt TDI 9 258 0 18 Sep 2020
Causality-based Explanation of Classification Outcomes Leopoldo Bertossi Jordan Li Maximilian Schleich Dan Suciu Zografoula Vagena XAI CML FAtt 141 46 0 15 Mar 2020