Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences

2 December 2017

Papers citing "Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences"

10 / 10 papers shown

Title
GraphXAIN: Narratives to Explain Graph Neural Networks Mateusz Cedro David Martens 83 0 0 04 Nov 2024
A Mechanistic Explanatory Strategy for XAI Marcin Rabiza 83 1 0 02 Nov 2024
Opening the Black Box of Deep Neural Networks via Information Ravid Shwartz-Ziv Naftali Tishby AI4CE 74 1,406 0 02 Mar 2017
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 346 3,742 0 28 Feb 2017
Generating Visual Explanations Lisa Anne Hendricks Zeynep Akata Marcus Rohrbach Jeff Donahue Bernt Schiele Trevor Darrell VLM FAtt 65 620 0 28 Mar 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 577 16,828 0 16 Feb 2016
Graying the black box: Understanding DQNs Tom Zahavy Nir Ben-Zrihem Shie Mannor 63 263 0 08 Feb 2016
Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos Mohamed Elhoseiny Jingen Liu Hui Cheng H. Sawhney Ahmed Elgammal 34 26 0 02 Dec 2015
Plan Explicability and Predictability for Robot Task Planning Yu-an Zhang S. Sreedharan Anagha Kulkarni Tathagata Chakraborti Hankui Zhuo S. Kambhampati 32 176 0 25 Nov 2015
Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model Benjamin Letham Cynthia Rudin Tyler H. McCormick D. Madigan FAtt 48 743 0 05 Nov 2015