conftrace_

local interpretability

5 papers

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Co-occurring keywords

local interpretable model-agnostic explanation (9) model explanation (155) text datum (19) demand forecasting (19) explainable boosting machine (2) global interpretability (2) electricity demand (2) counterfactual rule (1) global prior (3) multimodal routing (1)

Papers

G–LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint) AAAI 2024
LIMREF: Local Interpretable Model Agnostic Rule-Based Explanations for Forecasting, with an Application to Electricity Smart Meter Data AAAI 2022
An Analysis of LIME for Text Data AISTATS 2021
Accuracy, Interpretability, and Differential Privacy via Explainable Boosting ICML 2021
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis EMNLP 2020