v1v2v3 (latest)

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""

28 / 528 papers shown

Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks

330

06 Feb 2018

Plan Explanations as Model Reconciliation -- An Empirical Study

Tathagata Chakraborti

S. Sreedharan

Sachin Grover

S. Kambhampati

150

03 Feb 2018

Evaluating neural network explanation methods using hybrid documents and morphological agreement

Nina Pörner

Benjamin Roth

Hinrich Schütze

229

19 Jan 2018

A Computational Model of Commonsense Moral Decision Making

219

12 Jan 2018

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

Justin Gilmer

498

2,111

30 Nov 2017

The Doctor Just Won't Accept That!

Zachary Chase Lipton

FaML

103

20 Nov 2017

Semantic Structure and Interpretability of Word Embeddings

171

115

01 Nov 2017

How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility

A. Chaney

Brandon M Stewart

Barbara E. Engelhardt

CML

380

355

30 Oct 2017

Training Feedforward Neural Networks with Standard Logistic Activations is Feasible

Emanuele Sansone

F. D. De Natale

106

03 Oct 2017

Learning Functional Causal Models with Generative Neural Networks

383

111

15 Sep 2017

Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models

295

1,346

28 Aug 2017

Beyond the technical challenges for deploying Machine Learning solutions in a software company

I. Flaounas

08 Aug 2017

Axiomatic Characterization of Data-Driven Influence Measures for Classification

Jakub Sliwinski

Martin Strobel

Yair Zick

TDI

171

07 Aug 2017

Interpretable Active Learning

115

31 Jul 2017

Interpreting Classifiers through Attribute Interactions in Datasets

134

24 Jul 2017

Optimal Cooperative Inference

Scott Cheng-Hsin Yang

Patrick Shafto

206

24 May 2017

Detecting Statistical Interactions from Neural Network Weights

Michael Tsang

Dehua Cheng

Yan Liu

288

210

14 May 2017

Learning Certifiably Optimal Rule Lists for Categorical Data

358

201

06 Apr 2017

Towards Moral Autonomous Systems

117

14 Mar 2017

Understanding Black-box Predictions via Influence Functions

Pang Wei Koh

Abigail Z. Jacobs

TDI

516

3,287

14 Mar 2017

Towards A Rigorous Science of Interpretable Machine Learning

Finale Doshi-Velez

Been Kim

XAI FaML

695

4,525

28 Feb 2017

EVE: Explainable Vector Based Embedding Technique Using WikipediaJournal of Intelligence and Information Systems (JIIS), 2017

M. A. Qureshi

Derek Greene

197

22 Feb 2017

Simple rules for complex decisions

152

109

15 Feb 2017

Ethical Considerations in Artificial Intelligence CoursesThe AI Magazine (AI Magazine), 2017

152

149

26 Jan 2017

Interpreting Finite Automata for Sequential Data

Christian A. Hammerschmidt

S. Verwer

Qin Lin

R. State

21 Nov 2016

On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data ProductsBig Data (BD), 2016

Kush R. Varshney

H. Alemzadeh

238

242

05 Oct 2016

Learning Optimized Risk Scores

Berk Ustun

Cynthia Rudin

700

01 Oct 2016

The Mythos of Model Interpretability

Zachary Chase Lipton

FaML

690

4,078

10 Jun 2016