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Explainable Machine Learning with Prior Knowledge: An Overview

Explainable Machine Learning with Prior Knowledge: An Overview

21 May 2021
Katharina Beckh
Sebastian Müller
Matthias Jakobs
Vanessa Toborek
Hanxiao Tan
Raphael Fischer
Pascal Welke
Sebastian Houben
Laura von Rueden
    XAI
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Papers citing "Explainable Machine Learning with Prior Knowledge: An Overview"

6 / 6 papers shown
Title
Reason to explain: Interactive contrastive explanations (REASONX)
Reason to explain: Interactive contrastive explanations (REASONX)
Laura State
Salvatore Ruggieri
Franco Turini
LRM
30
1
0
29 May 2023
Who's Thinking? A Push for Human-Centered Evaluation of LLMs using the
  XAI Playbook
Who's Thinking? A Push for Human-Centered Evaluation of LLMs using the XAI Playbook
Teresa Datta
John P. Dickerson
34
10
0
10 Mar 2023
Explainability in Practice: Estimating Electrification Rates from Mobile
  Phone Data in Senegal
Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in Senegal
Laura State
Hadrien Salat
S. Rubrichi
Z. Smoreda
11
1
0
11 Nov 2022
Learning to Ignore Adversarial Attacks
Learning to Ignore Adversarial Attacks
Yiming Zhang
Yan Zhou
Samuel Carton
Chenhao Tan
48
2
0
23 May 2022
Physics-Integrated Variational Autoencoders for Robust and Interpretable
  Generative Modeling
Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling
Naoya Takeishi
Alexandros Kalousis
DRL
AI4CE
24
54
0
25 Feb 2021
e-SNLI: Natural Language Inference with Natural Language Explanations
e-SNLI: Natural Language Inference with Natural Language Explanations
Oana-Maria Camburu
Tim Rocktaschel
Thomas Lukasiewicz
Phil Blunsom
LRM
255
620
0
04 Dec 2018
1