Citation Library

Recent Citations

Responsible AI

Author:

BCG,
Getting to know—and manage—your biggest AI risks

Author:

Buehler, Kevin; Dooley, Rachel; Grennan, Liz; Singla, Alex
Responsible AI
Responsible AI Toolkit

Author:

PricewaterhouseCoopers,

Year:

2023
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias

Author:

Bellamy, Rachel K. E.; Dey, Kuntal; Hind, Michael; Hoffman, Samuel C.; Houde, Stephanie; Kannan, Kalapriya; Lohia, Pranay; Martino, Jacquelyn; Mehta, Sameep; Mojsilovic, Aleksandra; Nagar, Seema; Ramamurthy, Karthikeyan Natesan; Richards, John; Saha, Diptikalyan; Sattigeri, Prasanna; Singh, Moninder; Varshney, Kush R.; Zhang, Yunfeng

Year:

2018
Datasheets for Datasets

Author:

Gebru, Timnit; Morgenstern, Jamie; Vecchione, Briana; Vaughan, Jennifer Wortman; Wallach, Hanna; Daumé III, Hal; Crawford, Kate

Year:

2021
Conformity Assessments and Post-market Monitoring: A Guide to the Role of Auditing in the Proposed European AI Regulation

Author:

Mökander, Jakob; Axente, Maria; Casolari, Federico; Floridi, Luciano

Publication:

Minds and Machines

Year:

2022
Auditing Government AI: How to assess ethical vulnerability in machine learning

Author:

Kennedy, Alayna A; Coates, Daphne; Lindquist, Katelyn
Ethics-based auditing of automated decision-making systems: intervention points and policy implications

Author:

Mökander, Jakob; Axente, Maria

Publication:

AI & SOCIETY

Year:

2023
ML4H Auditing: From Paper to Practice

Author:

Oala, Luis; Fehr, Jana; Gilli, Luca; Balachandran, Pradeep; Leite, Alixandro Werneck; Calderon-Ramirez, Saul; Li, Danny Xie; Nobis, Gabriel; Alvarado, Erick Alejandro Muñoz; Jaramillo-Gutierrez, Giovanna; Matek, Christian; Shroff, Arun; Kherif, Ferath; Sanguinetti, Bruno; Wiegand, Thomas

Year:

2020
Continuous Auditing of Artificial Intelligence: a Conceptualization and Assessment of Tools and Frameworks

Author:

Minkkinen, Matti; Laine, Joakim; Mäntymäki, Matti

Publication:

Digital Society
GAFAI: Proposal of a Generalized Audit Framework for AI

Author:

Markert, Thora; Langer, Fabian; Danos, Vasilios

Year:

2022
The Algorithmic Audit: Working with Vendors to Validate Radiology-AI Algorithms—How We Do It

Author:

Mahajan, Vidur; Venugopal, Vasantha Kumar; Murugavel, Murali; Mahajan, Harsh

Publication:

Academic Radiology
Algorithmic audits of algorithms, and the law

Author:

Le Merrer, Erwan; Pons, Ronan; Tredan, Gilles

Publication:

AI and Ethics

Year:

2023
Co-audit: tools to help humans double-check AI-generated content

Author:

Gordon, Andrew D.; Negreanu, Carina; Cambronero, José; Chakravarthy, Rasika; Drosos, Ian; Fang, Hao; Mitra, Bhaskar; Richardson, Hannah; Sarkar, Advait; Simmons, Stephanie; Williams, Jack; Zorn, Ben

Year:

2023
An Action-Oriented AI Policy Toolkit for Technology Audits by Community Advocates and Activists

Author:

Krafft, P. M.; Young, Meg; Katell, Michael; Lee, Jennifer E.; Narayan, Shankar; Epstein, Micah; Dailey, Dharma; Herman, Bernease; Tam, Aaron; Guetler, Vivian; Bintz, Corinne; Raz, Daniella; Jobe, Pa Ousman; Putz, Franziska; Robick, Brian; Barghouti, Bissan

Year:

2021
Aequitas: A Bias and Fairness Audit Toolkit

Author:

Saleiro, Pedro; Kuester, Benedict; Hinkson, Loren; London, Jesse; Stevens, Abby; Anisfeld, Ari; Rodolfa, Kit T.; Ghani, Rayid

Year:

2019
The medical algorithmic audit

Author:

Liu, Xiaoxuan; Glocker, Ben; McCradden, Melissa M; Ghassemi, Marzyeh; Denniston, Alastair K; Oakden-Rayner, Lauren

Publication:

The Lancet Digital Health
Auditing the AI auditors: A framework for evaluating fairness and bias in high stakes AI predictive models.

Author:

Landers, Richard N.; Behrend, Tara S.

Publication:

American Psychologist
Governing AI safety through independent audits

Author:

Falco, Gregory; Shneiderman, Ben; Badger, Julia; Carrier, Ryan; Dahbura, Anton; Danks, David; Eling, Martin; Goodloe, Alwyn; Gupta, Jerry; Hart, Christopher; Jirotka, Marina; Johnson, Henric; LaPointe, Cara; Llorens, Ashley J.; Mackworth, Alan K.; Maple, Carsten; Pálsson, Sigurður Emil; Pasquale, Frank; Winfield, Alan; Yeong, Zee Kin

Publication:

Nature Machine Intelligence

Year:

2021