S-LIME: Stabilized-LIME for Model Explanation

15 June 2021

Papers citing "S-LIME: Stabilized-LIME for Model Explanation"

7 / 7 papers shown

Title
Coherent Local Explanations for Mathematical Optimization Daan Otto Jannis Kurtz S. Ilker Birbil 61 0 0 07 Feb 2025
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse Seung Hyun Cheon Anneke Wernerfelt Sorelle A. Friedler Berk Ustun FaML FAtt 45 0 0 29 Oct 2024
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations Koorosh Aslansefat Mojgan Hashemian M. Walker Mohammed Naveed Akram Ioannis Sorokos Y. Papadopoulos FAtt AAML 19 2 0 13 Nov 2023
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank Tanya Chowdhury Razieh Rahimi James Allan FAtt 32 18 0 24 Dec 2022
Interpretation of Black Box NLP Models: A Survey Shivani Choudhary N. Chatterjee S. K. Saha FAtt 34 10 0 31 Mar 2022
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,684 0 28 Feb 2017
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 213 1,897 0 06 Jun 2016