v1v2 (latest)

Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation

2 May 2023

Natalia Díaz Rodríguez

Javier Del Ser

Mark Coeckelbergh

Marcos López de Prado

Papers citing "Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation"

29 / 29 papers shown

Title
Artificial Intelligence for Atmospheric Sciences: A Research Roadmap Martha Arbayani Zaidan Naser Hossein Motlagh Petteri Nurmi Tareq Hussein Markku Kulmala Tuukka Petäjä Sasu Tarkoma AI4CE 14 0 0 19 Jun 2025
Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Filippo Scaramuzza Giovanni Quattrocchi Damian A. Tamburri 38 0 0 26 May 2025
Aligning Trustworthy AI with Democracy: A Dual Taxonomy of Opportunities and Risks Oier Mentxaka Natalia Díaz Rodríguez Mark Coeckelbergh Marcos López de Prado Emilia Gómez David Fernández Llorca E. Herrera-Viedma Francisco Herrera 43 0 0 19 May 2025
A Multimedia Analytics Model for the Foundation Model Era Marcel Worring Jan Zahálka Stef van den Elzen M. T. Fischer Daniel A. Keim VGen HAI 135 1 0 08 Apr 2025
Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness Juliett Suárez Ferreira Marija Slavkovik Jorge Casillas FaML 135 0 0 03 Apr 2025
World Models in Artificial Intelligence: Sensing, Learning, and Reasoning Like a Child Javier Del Ser J. Lobo Heimo Muller Andreas Holzinger SyDa LRM 85 1 0 19 Mar 2025
Privacy in Responsible AI: Approaches to Facial Recognition from Cloud Providers Anna Elivanova 124 0 0 06 Mar 2025
Leveraging Intermediate Representations for Better Out-of-Distribution Detection Gianluca Guglielmo Marc Masana OODD 122 0 0 18 Feb 2025
Establishing and Evaluating Trustworthy AI: Overview and Research Challenges Dominik Kowald S. Scher Viktoria Pammer-Schindler Peter Müllner Kerstin Waxnegger ... Andreas Truegler Eduardo E. Veas Roman Kern Tomislav Nad Simone Kopeinik 70 4 0 15 Nov 2024
On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution Data Aitor Martinez-Seras Javier Del Ser Alain Andres Pablo García Bringas Pablo Garcia-Bringas OODD 103 0 0 07 Nov 2024
Standardization Trends on Safety and Trustworthiness Technology for Advanced AI Jonghong Jeon 72 2 0 29 Oct 2024
Human-Centric eXplainable AI in Education Subhankar Maity Aniket Deroy ELM 48 1 0 18 Oct 2024
ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents Ido Levy Ben Wiesel Sami Marreed Alon Oved Avi Yaeli Segev Shlomov LLMAG 136 23 0 09 Oct 2024
LLM-Agent-UMF: LLM-based Agent Unified Modeling Framework for Seamless Integration of Multi Active/Passive Core-Agents Amine B. Hassouna Hana Chaari Ines Belhaj LLMAG 93 1 0 17 Sep 2024
AI Governance in Higher Education: Case Studies of Guidance at Big Ten Universities Chuhao Wu He Zhang John M. Carroll 72 5 0 03 Sep 2024
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics Imanol Solano Alejandro Peña Aythami Morales Julian Fierrez Ruben Tolosana F. Zamora-Martínez Javier San Agustin 87 2 0 03 Sep 2024
Integrating ESG and AI: A Comprehensive Responsible AI Assessment Framework Fei Yang Harsha Perera Yue Liu Boming Xia Qinghua Lu Liming Zhu Jessica Cairns Moana Nottage 77 5 0 02 Aug 2024
Practical Guide for Causal Pathways and Sub-group Disparity Analysis Farnaz Kohankhaki Shaina Raza Oluwanifemi Bamgbose D. Pandya Elham Dolatabadi CML 98 0 0 02 Jul 2024
Global AI Governance in Healthcare: A Cross-Jurisdictional Regulatory Analysis Attrayee Chakraborty M. Karhade 52 4 0 12 Jun 2024
Fairness-Aware Meta-Learning via Nash Bargaining Yi Zeng Xuelin Yang Li Chen Cristian Canton Ferrer Ming Jin Michael I. Jordan Ruoxi Jia 95 4 0 11 Jun 2024
Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence José Daniel Pascual-Triana Alberto Fernández Javier Del Ser Francisco Herrera 80 1 0 20 May 2024
FLEX: FLEXible Federated Learning Framework Francisco Herrera Daniel Jiménez-López Alberto Argente-Garrido Nuria Rodríguez Barroso Cristina Zuheros Ignacio Aguilera-Martos Beatriz Bello Mario García-Márquez M. V. Luzón 109 4 0 09 Apr 2024
An Interpretable Client Decision Tree Aggregation process for Federated Learning Alberto Argente-Garrido Cristina Zuheros M. V. Luzón Francisco Herrera FedML 77 4 0 03 Apr 2024
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production Patrick Oliver Schenk Christoph Kern FaML 96 0 0 14 Feb 2024
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions Luca Longo Mario Brcic Federico Cabitza Jaesik Choi Roberto Confalonieri ... Andrés Páez Wojciech Samek Johannes Schneider Timo Speith Simone Stumpf 150 226 0 30 Oct 2023
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Societal Implications and Responsible Governance I. Triguero Daniel Molina Javier Poyatos Javier Del Ser Francisco Herrera AI4TS AI4MH 122 5 0 26 Jul 2023
A Review of Deep Learning-based Approaches for Deepfake Content Detection L. A. Passos D. Jodas K. Costa Luis A. Souza Júnior Douglas Rodrigues Javier Del Ser Danilo Colombo João Paulo Papa AAML 95 57 0 12 Feb 2022
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions Shahin Atakishiyev Mohammad Salameh Hengshuai Yao Randy Goebel 110 137 0 21 Dec 2021
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,197 0 16 Feb 2016