Search results for "Accountability"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Carolyn Ashurst, Emmie Hine, Paul Sedille, Alexis Carlier	AI Ethics Statements: Analysis and Lessons Learnt from NeurIPS Broader Impact Statements.	FAccT	2022	DBLP DOI BibTeX RDF
14	Christina Lu, Jackie Kay, Kevin R. McKee	Subverting machines, fluctuating identities: Re-learning human categorization.	FAccT	2022	DBLP DOI BibTeX RDF
14	Roel Dobbe	System Safety and Artificial Intelligence.	FAccT	2022	DBLP DOI BibTeX RDF
14	Zhen Dai, Yury Makarychev, Ali Vakilian	Fair Representation Clustering with Several Protected Classes.	FAccT	2022	DBLP DOI BibTeX RDF
14	Mark Díaz, Ian D. Kivlichan, Rachel Rosen, Dylan K. Baker, Razvan Amironesei, Vinodkumar Prabhakaran, Emily Denton	CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation.	FAccT	2022	DBLP DOI BibTeX RDF
14	Amr Sharaf, Hal Daumé III, Renkun Ni	Promoting Fairness in Learned Models by Learning to Active Learn under Parity Constraints.	FAccT	2022	DBLP DOI BibTeX RDF
14	Emily Black, Hadi Elzayn, Alexandra Chouldechova, Jacob Goldin, Daniel E. Ho	Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models.	FAccT	2022	DBLP DOI BibTeX RDF
14	Maximilian T. Fischer, Simon David Hirsbrunner, Wolfgang Jentner, Matthias Miller, Daniel A. Keim, Paula Helm	Promoting Ethical Awareness in Communication Analysis: Investigating Potentials and Limits of Visual Analytics for Intelligence Applications.	FAccT	2022	DBLP DOI BibTeX RDF
14	J. D. Zamfirescu-Pereira, Jerry Chen, Emily Wen, Allison Koenecke, Nikhil Garg 0001, Emma Pierson	Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis.	FAccT	2022	DBLP DOI BibTeX RDF
14	Hannah Brown, Katherine Lee, Fatemehsadat Mireshghallah, Reza Shokri, Florian Tramèr	What Does it Mean for a Language Model to Preserve Privacy?	FAccT	2022	DBLP DOI BibTeX RDF
14	Sushant Agarwal, Amit Deshpande 0001	On the Power of Randomization in Fair Classification and Representation.	FAccT	2022	DBLP DOI BibTeX RDF
14	Alan Mishler, Edward H. Kennedy	FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes.	FAccT	2022	DBLP DOI BibTeX RDF
14	Terrence Neumann, Maria De-Arteaga, Sina Fazelpour	Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms.	FAccT	2022	DBLP DOI BibTeX RDF
14	Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu	Human Interpretation of Saliency-based Explanation Over Text.	FAccT	2022	DBLP DOI BibTeX RDF
14	Mikaela Meyer, Aaron Horowitz, Erica Marshall, Kristian Lum	Flipping the Script on Criminal Justice Risk Assessment: An actuarial model for assessing the risk the federal sentencing system poses to defendants.	FAccT	2022	DBLP DOI BibTeX RDF
14	Bryce McLaughlin, Jann Spiess, Talia Gillis	On the Fairness of Machine-Assisted Human Decisions.	FAccT	2022	DBLP DOI BibTeX RDF
14	Angelina Wang, Solon Barocas, Kristen Laird, Hanna M. Wallach	Measuring Representational Harms in Image Captioning.	FAccT	2022	DBLP DOI BibTeX RDF
14	Stephen Pfohl, Yizhe Xu, Agata Foryciarz, Nikolaos Ignatiadis, Julian Genkins, Nigam Shah	Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare.	FAccT	2022	DBLP DOI BibTeX RDF
14	Tim Draws, David La Barbera, Michael Soprano, Kevin Roitero, Davide Ceolin, Alessandro Checco, Stefano Mizzaro	The Effects of Crowd Worker Biases in Fact-Checking Tasks.	FAccT	2022	DBLP DOI BibTeX RDF
14	Marilyn Zhang	Affirmative Algorithms: Relational Equality as Algorithmic Fairness.	FAccT	2022	DBLP DOI BibTeX RDF
14	Michael Carl Tschantz	What is Proxy Discrimination?	FAccT	2022	DBLP DOI BibTeX RDF
14	C. J. Barberan, Sina Alemmohammad, Naiming Liu, Randall Balestriero, Richard G. Baraniuk	NeuroView-RNN: It's About Time.	FAccT	2022	DBLP DOI BibTeX RDF
14	Andrew Hundt, William Agnew, Vicky Zeng, Severin Kacianka, Matthew C. Gombolay	Robots Enact Malignant Stereotypes.	FAccT	2022	DBLP DOI BibTeX RDF
14	Yongjie Wang, Hangwei Qian, Chunyan Miao	DualCF: Efficient Model Extraction Attack from Counterfactual Explanations.	FAccT	2022	DBLP DOI BibTeX RDF
14	Hannah Devinney, Jenny Björklund, Henrik Björklund	Theories of "Gender" in NLP Bias Research.	FAccT	2022	DBLP DOI BibTeX RDF
14	Wesley Hanwen Deng, Manish Nagireddy, Michelle Seng Ah Lee, Jatinder Singh, Zhiwei Steven Wu, Kenneth Holstein, Haiyi Zhu	Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits.	FAccT	2022	DBLP DOI BibTeX RDF
14	Marietjie Wilhelmina Maria Botes	Brain Computer Interfaces and Human Rights: Brave new rights for a brave new world.	FAccT	2022	DBLP DOI BibTeX RDF
14	Trystan S. Goetze	Mind the Gap: Autonomous Systems, the Responsibility Gap, and Moral Entanglement.	FAccT	2022	DBLP DOI BibTeX RDF
14	Mahima Pushkarna, Andrew Zaldivar, Oddur Kjartansson	Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI.	FAccT	2022	DBLP DOI BibTeX RDF
14	Sun-ha Hong	Prediction as Extraction of Discretion.	FAccT	2022	DBLP DOI BibTeX RDF
14	Nathan Kallus	Treatment Effect Risk: Bounds and Inference.	FAccT	2022	DBLP DOI BibTeX RDF
14	Madalina Vlasceanu, Miroslav Dudík, Ida Momennejad	Interdisciplinarity, Gender Diversity, and Network Structure Predict the Centrality of AI Organizations.	FAccT	2022	DBLP DOI BibTeX RDF
14	Azin Ghazimatin, Matthäus Kleindessner, Chris Russell 0001, Ziawasch Abedjan, Jacek Golebiowski	Measuring Fairness of Rankings under Noisy Sensitive Information.	FAccT	2022	DBLP DOI BibTeX RDF
14	Junyuan Hong, Zhangyang Wang, Jiayu Zhou	Dynamic Privacy Budget Allocation Improves Data Efficiency of Differentially Private Gradient Descent.	FAccT	2022	DBLP DOI BibTeX RDF
14	Ben Hutchinson, Negar Rostamzadeh, Christina Greer, Katherine A. Heller, Vinodkumar Prabhakaran	Evaluation Gaps in Machine Learning Practice.	FAccT	2022	DBLP DOI BibTeX RDF
14	Timo Speith	A Review of Taxonomies of Explainable Artificial Intelligence (XAI) Methods.	FAccT	2022	DBLP DOI BibTeX RDF
14	Greg d'Eon, Jason d'Eon, James R. Wright, Kevin Leyton-Brown	The Spotlight: A General Method for Discovering Systematic Errors in Deep Learning Models.	FAccT	2022	DBLP DOI BibTeX RDF
14	Logan Stapleton, Min Hun Lee, Diana Qing, Marya Wright, Alexandra Chouldechova, Ken Holstein, Zhiwei Steven Wu, Haiyi Zhu	Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders.	FAccT	2022	DBLP DOI BibTeX RDF
14	Marie-Therese Png	At the Tensions of South and North: Critical Roles of Global South Stakeholders in AI Governance.	FAccT	2022	DBLP DOI BibTeX RDF
14	Kristen M. Scott, Sonja Mei Wang, Milagros Miceli, Pieter Delobelle, Karolina Sztandar-Sztanderska, Bettina Berendt	Algorithmic Tools in Public Employment Services: Towards a Jobseeker-Centric Perspective.	FAccT	2022	DBLP DOI BibTeX RDF
14	Ruoxi Shang, K. J. Kevin Feng, Chirag Shah	Why Am I Not Seeing It? Understanding Users' Needs for Counterfactual Explanations in Everyday Recommendations.	FAccT	2022	DBLP DOI BibTeX RDF
14	Robert Wolfe, Mahzarin R. Banaji, Aylin Caliskan	Evidence for Hypodescent in Visual Semantic AI.	FAccT	2022	DBLP DOI BibTeX RDF
14	A. Feder Cooper, Gili Vidan	Making the Unaccountable Internet: The Changing Meaning of Accounting in the Early ARPANET.	FAccT	2022	DBLP DOI BibTeX RDF
14	David S. Watson	Rational Shapley Values.	FAccT	2022	DBLP DOI BibTeX RDF
14	Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala, Patrick J. Fowler, Sanmay Das	Trade-offs between Group Fairness Metrics in Societal Resource Allocation.	FAccT	2022	DBLP DOI BibTeX RDF
14	Ioannis Pastaltzidis, Nikolaos Dimitriou, Katherine Quezada-Tavarez, Stergios Aidinlis, Thomas Marquenie, Agata Gurzawska, Dimitrios Tzovaras	Data augmentation for fairness-aware machine learning: Preventing algorithmic bias in law enforcement systems.	FAccT	2022	DBLP DOI BibTeX RDF
14	Avrim Blum, Kevin Stangl, Ali Vakilian	Multi Stage Screening: Enforcing Fairness and Maximizing Efficiency in a Pre-Existing Pipeline.	FAccT	2022	DBLP DOI BibTeX RDF
14	Rui-Jie Yew, Alice Xiang	Regulating Facial Processing Technologies: Tensions Between Legal and Technical Considerations in the Application of Illinois BIPA.	FAccT	2022	DBLP DOI BibTeX RDF
14	Abeba Birhane, Pratyusha Kalluri, Dallas Card, William Agnew, Ravit Dotan, Michelle Bao	The Values Encoded in Machine Learning Research.	FAccT	2022	DBLP DOI BibTeX RDF
14	Shikun Zhang, Yan Shvartzshnaider, Yuanyuan Feng, Helen Nissenbaum, Norman Sadeh 0001	Stop the Spread: A Contextual Integrity Perspective on the Appropriateness of COVID-19 Vaccination Certificates.	FAccT	2022	DBLP DOI BibTeX RDF
14	Angelina Wang, Vikram V. Ramaswamy, Olga Russakovsky	Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation.	FAccT	2022	DBLP DOI BibTeX RDF
14	Lesia Semenova, Cynthia Rudin, Ronald Parr	On the Existence of Simpler Machine Learning Models.	FAccT	2022	DBLP DOI BibTeX RDF
14	Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues	Minimax Demographic Group Fairness in Federated Learning.	FAccT	2022	DBLP DOI BibTeX RDF
14	Severin Engelmann, Chiara Ullstein, Orestis Papakyriakopoulos, Jens Grossklags	What People Think AI Should Infer From Faces.	FAccT	2022	DBLP DOI BibTeX RDF
14	Abdulaziz A. Almuzaini, Chidansh A. Bhatt, David M. Pennock, Vivek K. Singh 0001	ABCinML: Anticipatory Bias Correction in Machine Learning Applications.	FAccT	2022	DBLP DOI BibTeX RDF
14	Catalina Goanta, Thales Felipe Costa Bertaglia, Adriana Iamnitchi	The Case for a Legal Compliance API for the Enforcement of the EU's Digital Services Act on Social Media Platforms.	FAccT	2022	DBLP DOI BibTeX RDF
14	Danish Contractor, Daniel McDuff, Julia Katherine Haines, Jenny Lee, Christopher Hines, Brent J. Hecht, Nicholas Vincent, Hanlin Li	Behavioral Use Licensing for Responsible AI.	FAccT	2022	DBLP DOI BibTeX RDF
14	Harini Suresh, Rajiv Movva, Amelia Lee Dogan, Rahul Bhargava, Isadora Cruxen, Angeles Martinez Cuba, Guilia Taurino, Wonyoung So, Catherine D'Ignazio	Towards Intersectional Feminist and Participatory ML: A Case Study in Supporting Feminicide Counterdata Collection.	FAccT	2022	DBLP DOI BibTeX RDF
14	Anay Mehrotra, Bary S. R. Pradelski, Nisheeth K. Vishnoi	Selection in the Presence of Implicit Bias: The Advantage of Intersectional Constraints.	FAccT	2022	DBLP DOI BibTeX RDF
14	Karl-Emil Kjær Bilstrup, Magnus Høholt Kaspersen, Ira Assent, Simon Enni, Marianne Graves Petersen	From Demo to Design in Teaching Machine Learning.	FAccT	2022	DBLP DOI BibTeX RDF
14	Mireia Yurrita, Dave Murray-Rust, Agathe Balayn, Alessandro Bozzon	Towards a multi-stakeholder value-based assessment framework for algorithmic systems.	FAccT	2022	DBLP DOI BibTeX RDF
14	David Alexander Tedjopurnomo, Zhifeng Bao, Farhana Murtaza Choudhury, Hui Luo, A. Kai Qin	Equitable Public Bus Network Optimization for Social Good: A Case Study of Singapore.	FAccT	2022	DBLP DOI BibTeX RDF
14	Juniper L. Lovato, Antoine Allard, Randall Harp, Jeremiah Onaolapo, Laurent Hébert-Dufresne	Limits of Individual Consent and Models of Distributed Consent in Online Social Networks.	FAccT	2022	DBLP DOI BibTeX RDF
14	Neel Patel, Reza Shokri, Yair Zick	Model Explanations with Differential Privacy.	FAccT	2022	DBLP DOI BibTeX RDF
14	Wiebke Toussaint Hutiri, Aaron Yi Ding	Bias in Automated Speaker Recognition.	FAccT	2022	DBLP DOI BibTeX RDF
14	Deep Ganguli, Danny Hernandez, Liane Lovitt, Amanda Askell, Yuntao Bai, Anna Chen, Tom Conerly, Nova DasSarma, Dawn Drain, Nelson Elhage, Sheer El Showk, Stanislav Fort, Zac Hatfield-Dodds, Tom Henighan, Scott Johnston, Andy Jones, Nicholas Joseph, Jackson Kernian, Shauna Kravec, Ben Mann, Neel Nanda, Kamal Ndousse, Catherine Olsson, Daniela Amodei, Tom B. Brown, Jared Kaplan, Sam McCandlish, Christopher Olah, Dario Amodei, Jack Clark	Predictability and Surprise in Large Generative Models.	FAccT	2022	DBLP DOI BibTeX RDF
14	Adriane Chapman, Philip Grylls, Pamela Ugwudike, David Gammack, Jacqui Ayling	A Data-driven analysis of the interplay between Criminological theory and predictive policing algorithms.	FAccT	2022	DBLP DOI BibTeX RDF
14	Lydia Reader, Pegah Nokhiz, Cathleen Power, Neal Patwari, Suresh Venkatasubramanian, Sorelle A. Friedler	Models for understanding and quantifying feedback in societal systems.	FAccT	2022	DBLP DOI BibTeX RDF
14	Brian Brubach, Audrey Ballarin, Heeba Nazeer	Characterizing Properties and Trade-offs of Centralized Delegation Mechanisms in Liquid Democracy.	FAccT	2022	DBLP DOI BibTeX RDF
14	Q. Vera Liao, S. Shyam Sundar	Designing for Responsible Trust in AI Systems: A Communication Perspective.	FAccT	2022	DBLP DOI BibTeX RDF
14	Camila Laranjeira da Silva, João Macedo, Sandra Avila, Jefersson A. dos Santos	Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets.	FAccT	2022	DBLP DOI BibTeX RDF
14	Sasha Costanza-Chock, Inioluwa Deborah Raji, Joy Buolamwini	Who Audits the Auditors? Recommendations from a field scan of the algorithmic auditing ecosystem.	FAccT	2022	DBLP DOI BibTeX RDF
14	Aida Rahmattalabi, Phebe Vayanos, Kathryn Dullerud, Eric Rice	Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery.	FAccT	2022	DBLP DOI BibTeX RDF
14	Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi	People are not coins: Morally distinct types of predictions necessitate different fairness constraints.	FAccT	2022	DBLP DOI BibTeX RDF
14	Yuhao Du, Stefania Ionescu, Melanie D. Sage, Kenneth Joseph	A Data-Driven Simulation of the New York State Foster Care System.	FAccT	2022	DBLP DOI BibTeX RDF
14	Karen Boyd	Designing Up with Value-Sensitive Design: Building a Field Guide for Ethical ML Development.	FAccT	2022	DBLP DOI BibTeX RDF
14	Joachim Baumann 0002, Anikó Hannák, Christoph Heitz	Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency.	FAccT	2022	DBLP DOI BibTeX RDF
14	Hortense Fong, Vineet Kumar 0006, Anay Mehrotra, Nisheeth K. Vishnoi	Fairness for AUC via Feature Augmentation.	FAccT	2022	DBLP DOI BibTeX RDF
14	Konrad Kollnig, Anastasia Shuba, Max Van Kleek, Reuben Binns, Nigel Shadbolt	Goodbye Tracking? Impact of iOS App Tracking Transparency and Privacy Labels.	FAccT	2022	DBLP DOI BibTeX RDF
14	Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna M. Wallach, Jennifer Wortman Vaughan	REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research.	FAccT	2022	DBLP DOI BibTeX RDF
14	Emily Diana, Wesley Gill, Michael Kearns, Krishnaram Kenthapadi, Aaron Roth 0001, Saeed Sharifi-Malvajerdi	Multiaccurate Proxies for Downstream Fairness.	FAccT	2022	DBLP DOI BibTeX RDF
14	Han-Yin Huang, Cynthia C. S. Liem	Social Inclusion in Curated Contexts: Insights from Museum Practices.	FAccT	2022	DBLP DOI BibTeX RDF
14	Efrén Cruz Cortés, Sarah Rajtmajer, Debashis Ghosh	Locality of Technical Objects and the Role of Structural Interventions for Systemic Change.	FAccT	2022	DBLP DOI BibTeX RDF
14	Pratik S. Sachdeva, Renata Barreto, Claudia von Vacano, Chris J. Kennedy	Assessing Annotator Identity Sensitivity via Item Response Theory: A Case Study in a Hate Speech Corpus.	FAccT	2022	DBLP DOI BibTeX RDF
14	Wanrong Zhang 0001, Olga Ohrimenko, Rachel Cummings	Attribute Privacy: Framework and Mechanisms.	FAccT	2022	DBLP DOI BibTeX RDF
14	Nicolas Usunier, Virginie Do, Elvis Dohmatob	Fast online ranking with fairness of exposure.	FAccT	2022	DBLP DOI BibTeX RDF
14	Jaspar Pahl, Ines Rieger, Anna Möller, Thomas Wittenberg, Ute Schmid	Female, white, 27? Bias Evaluation on Data and Algorithms for Affect Recognition in Faces.	FAccT	2022	DBLP DOI BibTeX RDF
14	Avijit Ghosh, Matthew Jagielski, Christo Wilson	Subverting Fair Image Search with Generative Adversarial Perturbations.	FAccT	2022	DBLP DOI BibTeX RDF
14	Katharina Simbeck	FAccT-Check on AI regulation: Systematic Evaluation of AI Regulation on the Example of the Legislation on the Use of AI in the Public Sector in the German Federal State of Schleswig-Holstein.	FAccT	2022	DBLP DOI BibTeX RDF
14	Divya Shanmugam, Fernando Diaz 0001, Samira Shabanian, Michèle Finck, Asia Biega	Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization.	FAccT	2022	DBLP DOI BibTeX RDF
14	Lauren Thornton, Bran Knowles, Gordon S. Blair	The Alchemy of Trust: The Creative Act of Designing Trustworthy Socio-Technical Systems.	FAccT	2022	DBLP DOI BibTeX RDF
14	Katrina Geddes	The Death of the Legal Subject: How Predictive Algorithms Are (Re)constructing Legal Subjectivity.	FAccT	2022	DBLP DOI BibTeX RDF
14	Yusuke Hirota, Yuta Nakashima, Noa Garcia	Gender and Racial Bias in Visual Question Answering Datasets.	FAccT	2022	DBLP DOI BibTeX RDF
14	Serena Midha, Max L. Wilson 0001, Sarah Sharples	Ethical Concerns and Perceptions of Consumer Neurotechnology from Lived Experiences of Mental Workload Tracking.	FAccT	2022	DBLP DOI BibTeX RDF
14	Sandipan Sikdar, Florian Lemmerich, Markus Strohmaier	GetFair: Generalized Fairness Tuning of Classification Models.	FAccT	2022	DBLP DOI BibTeX RDF
14	Miriam Rateike, Ayan Majumdar, Olga Mineeva, Krishna P. Gummadi, Isabel Valera	Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making.	FAccT	2022	DBLP DOI BibTeX RDF
14	Emanuele Albini, Jason Long, Danial Dervovic, Daniele Magazzeni	Counterfactual Shapley Additive Explanations.	FAccT	2022	DBLP DOI BibTeX RDF
14	Carolyn Ashurst, Solon Barocas, Rosie Campbell, Deborah Raji	Disentangling the Components of Ethical Research in Machine Learning.	FAccT	2022	DBLP DOI BibTeX RDF
14	Samantha Robertson, Mark Díaz	Understanding and Being Understood: User Strategies for Identifying and Recovering From Mistranslations in Machine Translation-Mediated Chat.	FAccT	2022	DBLP DOI BibTeX RDF
14	Henry Fraser, Rhyle Simcock, Aaron J. Snoswell	AI Opacity and Explainability in Tort Litigation.	FAccT	2022	DBLP DOI BibTeX RDF