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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""

50 / 528 papers shown

Title
A Framework for Causal Concept-based Model Explanations Anna Rodum Bjøru Jacob Lysnæs-Larsen Oskar Jørgensen Inga Strümke H. Langseth 28 0 0 02 Dec 2025
Peeking inside the Black-Box: Reinforcement Learning for Explainable and Accurate Relation Extraction Xinyu Guo Zhengliang Shi Minglai Yang Mahdi Rahimi Mihai Surdeanu 115 0 0 07 Oct 2025
Structural Refinement of Bayesian Networks for Efficient Model Parameterisation Kieran Drury Martine J. Barons Jim Q. Smith 80 0 0 30 Sep 2025
CausalKANs: interpretable treatment effect estimation with Kolmogorov-Arnold networks Alejandro Almodóvar Patricia A. Apellániz Santiago Zazo J. Parras CML 282 0 0 26 Sep 2025
Adaptive Cybersecurity Architecture for Digital Product Ecosystems Using Agentic AI Oluwakemi T. Olayinka Sumeet Jeswani Divine Iloh 63 2 0 25 Sep 2025
Learning Conformal Explainers for Image Classifiers Amr Alkhatib Stephanie Lowry FAtt 216 0 0 25 Sep 2025
Transparent and Fair Profiling in Employment Services: Evidence from Switzerland Tim Räz 117 0 0 15 Sep 2025
Evaluating the stability of model explanations in instance-dependent cost-sensitive credit scoringEuropean Journal of Operational Research (EJOR), 2025 Matteo Ballegeer Matthias Bogaert Dries F. Benoit FAtt 171 5 0 01 Sep 2025
Deep opacity and AI: A threat to XAI and to privacy protection mechanisms Vincent C. Müller 44 0 0 30 Aug 2025
AI and Agile Software Development: A Research Roadmap from the XP2025 Workshop Zheying Zhang Tomas Herda Victoria Pichler Pekka Abrahamsson Geir K. Hanssen ... Daniel Planötscher Mika Saari Anastasiia Tkalich Karl Josef Gstettner Xiaofeng Wang 93 0 0 28 Aug 2025
A Novel Study on Intelligent Methods and Explainable AI for Dynamic Malware Analysis Richa Dasila Vatsala Upadhyay Samo Bobek Abhishek Vaish AAML 60 0 0 14 Aug 2025
Collective dynamics of strategic classification Marta C. Couto Flavia Barsotti Fernando P. Santos 94 0 0 12 Aug 2025
Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models Guilherme Seidyo Imai Aldeia Daniel S. Herman William La Cava 112 0 0 07 Aug 2025
Designing User-Centric Metrics for Evaluation of Counterfactual Explanations Firdaus Ahmed Choudhury Ethan Leicht Jude Ethan Bislig Hangzhi Guo A. Yadav 106 0 0 20 Jul 2025
The Non-Linear Representation Dilemma: Is Causal Abstraction Enough for Mechanistic Interpretability? Denis Sutter Julian Minder Thomas Hofmann Tiago Pimentel 184 9 0 11 Jul 2025
Beyond the ATE: Interpretable Modelling of Treatment Effects over Dose and Time Julianna Piskorz Krzysztof Kacprzyk Harry Amad Mihaela van der Schaar CML 139 0 0 09 Jul 2025
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene ClassificationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025 Jonas Klotz Tom Burgert Tim Siebert 304 0 0 08 Jul 2025
CACTUS as a Reliable Tool for Early Classification of Age-related Macular Degeneration L. Gherardini Imre Lengyel Tunde Peto Caroline C.W. Klaverd Magda A. Meester-Smoord Johanna Maria Colijnd EYE-RISK Consortium E3 Consortium José L. R. Sousa 123 0 0 16 Jun 2025
Evaluating explainable AI for deep learning-based network intrusion detection system alert classificationInternational Conference on Information Systems Security and Privacy (ICISSP), 2025 Rajesh Kalakoti Risto Vaarandi Hayretdin Bahsi Sven Nõmm AAML 140 6 0 09 Jun 2025
COSMIC: Generalized Refusal Direction Identification in LLM ActivationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Vincent Siu Nicholas Crispino Zihao Yu Sam Pan Yu Yang Yang Liu Dawn Song Chenguang Wang LLMSV 243 5 0 30 May 2025
Multi-criteria Rank-based Aggregation for Explainable AI Sujoy Chatterjee Everton Romanzini Colombo Marcos Medeiros Raimundo XAI 154 2 0 30 May 2025
Individualised Counterfactual Examples Using Conformal Prediction IntervalsInternational Symposium on Conformal and Probabilistic Prediction with Applications (ISCPPA), 2025 James M. Adams Gesine Reinert Lukasz Szpruch Carsten Maple Andrew Elliott 159 2 0 28 May 2025
MultiPhishGuard: An LLM-based Multi-Agent System for Phishing Email Detection Yinuo Xue Eric Spero Yun Sing Koh Giovanni Russello AAML 197 6 0 26 May 2025
Learning Small Decision Trees with Few Outliers: A Parameterized PerspectiveAAAI Conference on Artificial Intelligence (AAAI), 2024 Harmender Gahlawat Meirav Zehavi 197 7 0 21 May 2025
On the definition and importance of interpretability in scientific machine learning Conor Rowan Alireza Doostan AI4CE 296 2 0 16 May 2025
Prediction via Shapley Value Regression Amr Alkhatib Roman Bresson Henrik Bostrom Michalis Vazirgiannis TDI FAtt 377 1 0 07 May 2025
Feature Relevancy, Necessity and Usefulness: Complexity and Algorithms Tomás Capdevielle Santiago Cifuentes FAtt 168 0 0 06 May 2025
Thinking Outside the Template with Modular GP-GOMEA Joe Harrison Peter A. N. Bosman Tanja Alderliesten 127 1 0 02 May 2025
Securing the Future of IVR: AI-Driven Innovation with Agile Security, Data Regulation, and Ethical AI Integration Khushbu Mehboob Shaikh Georgios Giannakopoulos 46 0 0 02 May 2025
Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and InterpretabilityIEEE International Symposium on Biomedical Imaging (ISBI), 2025 K. T. Nguyen Ho-min Park Gaeun Oh J. Vankerschaver W. D. Neve MedIm 148 1 0 30 Apr 2025
Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models Mathias Hanson Gregory Lewkowicz Sam Verboven AILaw ELM 310 1 0 23 Apr 2025
Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room Danial Hooshyar Gustav Šír Yeongwook Yang Eve Kikas Raija Hamalainen T. Karkkainen Dragan Gašević Roger Azevedo 309 4 0 22 Apr 2025
Transformation of audio embeddings into interpretable, concept-based representations Alice Zhang Edison Thomaz Lie Lu 191 0 0 18 Apr 2025
Why am I seeing this? Towards recognizing social media recommender systems with missing recommendations Sabrina Guidotti Sabrina Patania Giuseppe Vizzari Dimitri Ognibene Gregor Donabauer Udo Kruschwitz D. Taibi 150 0 0 15 Apr 2025
Ranking Counterfactual Explanations Suryani Lim H. Prade G. Richard CML 191 0 0 20 Mar 2025
Financial Fraud Detection with Entropy Computing Babak Emami Wesley Dyk David Haycraft Carrie Spear Lac Nguyen Nicholas Chancellor 123 0 0 14 Mar 2025
Blockchain As a Platform For Artificial Intelligence (AI) Transparency Afroja Akther Ayesha Arobee Abdullah Al Adnan Omum Auyon ASM Johirul Islam Farhad Akter 195 4 0 07 Mar 2025
Models That Are Interpretable But Not TransparentInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Chudi Zhong Panyu Chen Cynthia Rudin AAML 247 0 0 26 Feb 2025
Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Ranjan Sapkota Shaina Raza Manoj Karkee 241 14 0 21 Feb 2025
Human Guided Learning of Transparent Regression Models Lukas Pensel Stefan Kramer 186 0 0 21 Feb 2025
Decision Information Meets Large Language Models: The Future of Explainable Operations ResearchInternational Conference on Learning Representations (ICLR), 2025 Yansen Zhang Qingcan Kang Wing-Yin Yu Hailei Gong Xiaojin Fu Xiongwei Han Tao Zhong Chen Ma OffRL 334 12 0 14 Feb 2025
Recent Advances in Malware Detection: Graph Learning and Explainability Hossein Shokouhinejad Roozbeh Razavi-Far Hesamodin Mohammadian Mahdi Rabbani Samuel Ansong Griffin Higgins Ali Ghorbani AAML 492 10 0 14 Feb 2025
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature ReviewACM Computing Surveys (ACM CSUR), 2024 Giovanni Ciatto Federico Sabbatini Andrea Agiollo Matteo Magnini Andrea Omicini 208 28 0 28 Jan 2025
Explaining Deep Learning-based Anomaly Detection in Energy Consumption Data by Focusing on Contextually Relevant DataEnergy and Buildings (Energy Build.), 2024 Mohammad Noorchenarboo Katarina Grolinger 336 9 0 10 Jan 2025
Transparent Neighborhood Approximation for Text Classifier ExplanationInternational Conference on Data Science and Advanced Analytics (DSAA), 2024 Yi Cai Arthur Zimek Eirini Ntoutsi Gerhard Wunder AAML 290 0 0 25 Nov 2024
Inherently Interpretable and Uncertainty-Aware Models for Online Learning in Cyber-Security Problems Benjamin Kolicic Alberto Caron Chris Hicks V. Mavroudis AI4CE 199 2 0 14 Nov 2024
Concept Bottleneck Language Models For protein design Aya Abdelsalam Ismail Tuomas Oikarinen Amy Wang Julius Adebayo Samuel Stanton ... J. Kleinhenz Allen Goodman H. C. Bravo Dong Wang Nathan C. Frey 328 12 0 09 Nov 2024
Integrating Fuzzy Logic into Deep Symbolic Regression Wout Gerdes Erman Acar 237 1 0 01 Nov 2024
AI-Driven Human-Autonomy Teaming in Tactical Operations: Proposed Framework, Challenges, and Future Directions D. Hagos Hassan El Alami D. Rawat 126 2 0 28 Oct 2024
Explainability in AI Based Applications: A Framework for Comparing Different TechniquesConference on Business Informatics (CBI), 2024 Arne Grobrugge Nidhi Mishra Johannes Jakubik G. Satzger 241 4 0 28 Oct 2024