European Union regulations on algorithmic decision-making and a "right
to explanation"

European Union regulations on algorithmic decision-making and a "right to explanation"

28 June 2016

Seth Flaxman

Papers citing "European Union regulations on algorithmic decision-making and a "right to explanation""

17 / 217 papers shown

Title
Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning Nicolas Papernot Patrick McDaniel OOD AAML 13 504 0 13 Mar 2018
Explaining Black-box Android Malware Detection Marco Melis Davide Maiorca Battista Biggio Giorgio Giacinto Fabio Roli AAML FAtt 9 43 0 09 Mar 2018
The Challenge of Crafting Intelligible Intelligence Daniel S. Weld Gagan Bansal 26 241 0 09 Mar 2018
Bioinformatics and Medicine in the Era of Deep Learning D. Bacciu P. Lisboa José D. Martín R. Stoean A. Vellido AI4CE BDL 33 17 0 27 Feb 2018
State Representation Learning for Control: An Overview Timothée Lesort Natalia Díaz Rodríguez Jean-François Goudou David Filliat OffRL 45 319 0 12 Feb 2018
A Computational Model of Commonsense Moral Decision Making Richard Kim Max Kleiman-Weiner A. Abeliuk E. Awad Sohan Dsouza J. Tenenbaum Iyad Rahwan 35 56 0 12 Jan 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) Been Kim Martin Wattenberg Justin Gilmer Carrie J. Cai James Wexler F. Viégas Rory Sayres FAtt 77 1,800 0 30 Nov 2017
The Doctor Just Won't Accept That! Zachary Chase Lipton FaML 27 101 0 20 Nov 2017
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility A. Chaney Brandon M Stewart Barbara E. Engelhardt CML 169 314 0 30 Oct 2017
Optimal Cooperative Inference Scott Cheng-Hsin Yang Yue Yu A. Givchi Pei Wang Wai Keen Vong Patrick Shafto 25 22 0 24 May 2017
Learning Certifiably Optimal Rule Lists for Categorical Data E. Angelino Nicholas Larus-Stone Daniel Alabi Margo Seltzer Cynthia Rudin 62 195 0 06 Apr 2017
Towards Moral Autonomous Systems V. Charisi Louise A. Dennis Michael Fisher Robert Lieck A. Matthias Marija Slavkovik Janina Sombetzki A. Winfield Roman V. Yampolskiy 24 66 0 14 Mar 2017
EVE: Explainable Vector Based Embedding Technique Using Wikipedia M. A. Qureshi Derek Greene 30 33 0 22 Feb 2017
Simple rules for complex decisions Jongbin Jung Connor Concannon Ravi Shroff Sharad Goel D. Goldstein CML 25 104 0 15 Feb 2017
Ethical Considerations in Artificial Intelligence Courses Emanuelle Burton J. Goldsmith Sven Koenig B. Kuipers Nicholas Mattei T. Walsh 28 132 0 26 Jan 2017
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products Kush R. Varshney H. Alemzadeh 14 222 0 05 Oct 2016
Learning Optimized Risk Scores Berk Ustun Cynthia Rudin 17 82 0 01 Oct 2016