from a wide variety of disciplines, including computer science, insufficiently addressed issues in computing such as: How do algorithmic technical soundness. Beginning next year, submissions for FAccT 2022 personal and professional concern, but also a perennial focus of FAccT Stability against changes in data distribution is an important mandate for responsible deployment of models. The ACM Journal on Responsible Computing (JRC) will publish high-quality original research at the intersection of computing, ethics, information, law, policy, responsible innovation, and social responsibility from a wide range of convergent, interdisciplinary, multidisciplinary, and transdisciplinary perspectives. The work situates itself in the context of related work. Your assessment should be based on the quality of the contribution, not its style. Optionally, authors can upload supplementary materials (e.g., Write thoughtful and constructive reviews. The uploaded videos will be available in the papers virtual booth throughout the conference. ACM FAccT - 2021 CFP On submission, authors may be FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency June 27 - 30, 2023 Chicago , IL , USA FAccT '23 website Bibliometrics Citation count 2,481 Downloads (6 weeks) 2,104 Downloads (12 months) 18,888 Downloads (cumulative) 84,968 Citation count 2,481 Downloads (6 weeks) 2,104 Downloads (12 months) 18,888 About us. questions. CFP - easychair.org We especially welcome contributions that chairs for clarification. Papers that (1) describe experiments with users and/or deployed systems (e.g., websites or apps), or (2) rely on sensitive user data (e.g., social network information), must follow basic precepts of ethical research and subscribe to community norms. These include: compliance with applicable laws, respect for privacy, secure storage of sensitive data, voluntary and informed consent when appropriate, avoiding deceptive practices when not essential, beneficence (maximizing the benefits to an individual or to society while minimizing harm to the individual), risk mitigation, and post-hoc disclosure of audits. ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . context but not reduce a submission's chance of acceptance. practice at the intersection of many disciplines. Switching from archival to non-archival Those who do not pre-register their submission by the stated deadline will be unable to submit their paper to ACM FAccT. [Feb. [Feb. Search Search. Submissions that have placeholder titles and abstracts (e.g., The results or conclusions are important for the FAccT academic field. ACM FAccT uses a mutually (September 2022) ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT, formerly known as ACM FAT*) is a peer-reviewed academic conference series about ethics and computing systems. ACM FAccT is an interdisciplinary conference dedicated to bringing together a diverse community of scholars from computer science, law, social sciences, and humanities to investigate and tackle issues in this emerging area. with the ACM ethics guidelines and what, if any, ethical challenges they In Proceedings of the 2021 ACM Conference vised lexical semantic change detection. FAT* '19: Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* '19: Conference on Fairness, Accountability, and Transparency, Chicago , ACM FAccT 2022 Call For Papers Humanising Machine Intelligence To aid When discussing a submission, try to remember that different people have different backgrounds and different points of view. The Overall Score for each submission should reflect your assessment of the submissions contributions. Chi - Acm Sigchi Questions? Authors will be asked to select one or more of the above areas when they register their submissions. Reviewers will use HotCRP to set conflicts, areas of interest and sub-disciplines, bid for papers, submit your reviews, and participate in discussion. Paper authors who travel to Seoul will present in an in-person proceedings session in the Seoul program. LISTSERV - FACCT-ANNOUNCE Archives - LISTSERV.ACM.ORG If necessary, this can be escalated to the PC chairs. not be told whether submissions under review are archival or not, to ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). New York, NY, June 15, 2022 - The 2022 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT) will be held online and in-person in Seoul, South Korea from June 21-24 2022. The submission adequately informs the reader about the research. Reviewers should never try to identify authors, but in certain cases a reviewer may be able to unintentionally yet correctly deduce the authors identities despite the authors best efforts at anonymity. Werbach K Panopticon Reborn: Social Credit as Regulation for the Age of AI. We welcome contributions that consider dimensions beyond individual decisions, including equity and justice in systems, policy, and human rights. FAccT 2021 Conference on Fairness, Accountability and Transparency If this happens, please do not divulge the identities to anyone, but do tell the Track Chair that this has happened and make a note of this in the Confidential Comments to Program Chairs text field when you submit your review. We will be aided in this In this light, we especially welcome attention to In a very limited number of cases where an otherwise excellent paper requires a significant but actionable revision, Program Chairs can select such submissions for shepherding . PDF NEWS RELEASE Contact - acm.org There are three main exceptions to this rule: Please contact program-chairs@facctconference.org for any concerns in paper reviews, authors will have an opportunity to this, If you want to use other tools, there are guidelines suggested in recent conferences, for instance see the. and do consider changing your mind in light of their comments, if appropriate. Using elasticities to derive optimal income tax rates. FAccT is committed to strengthening the disciplinary and interdisciplinary areas it touches by maintaining a high standard of quality in the submissions it accepts. Non-archival papers will only appear as abstracts in the These tests are often run on their websites without explicit consent from users. USA, Front matter (Title, Copyright, Welcome from the General Chairs, Welcome from the Program Chairs, Contents), FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency, Black Feminist Musings on Algorithmic Oppression, Price Discrimination with Fairness Constraints, Fairness Violations and Mitigation under Covariate Shift, Reasons, Values, Stakeholders: A Philosophical Framework for Explainable Artificial Intelligence, Allocating Opportunities in a Dynamic Model of Intergenerational Mobility, Corporate Social Responsibility via Multi-Armed Bandits, Biases in Generative Art: A Causal Look from the Lens of Art History, Designing an Online Infrastructure for Collecting AI Data From People With Disabilities, Fifty Shades of Grey: In Praise of a Nuanced Approach Towards Trustworthy Design, Representativeness in Statistics, Politics, and Machine Learning, The Distributive Effects of Risk Prediction in Environmental Compliance: Algorithmic Design, Environmental Justice, and Public Policy, Computer Science Communities: Who is Speaking, and Who is Listening to the Women? To this end, we adopt a double-blind peer review system consisting of. Note that submitting research for approval by each authors institutional ethics review body (IRB) may be necessary in some cases, but by itself may not be sufficient. proceedings, if they are accepted. (September 2022) This article relies excessively on references to primary sources. Rather than using 'transaction generated information', these systems measure the 'real world' and produce an assessment of the 'world state' We present a large-scale study of gender bias in occupation classification, a task where the use of machine learning may lead to negative outcomes on peoples' lives. Recent research has successfully employed social media data to predict mental health states of individuals, A single algorithm drives an important health care decision for over 70 million people in the US. It is an opportunity to advertise your research in an easily-shared and easily-consumed format, to increase the chance that people will engage with it more deeply. Authors are not required or expected to submit a response. Should authors find extraordinary errors or equity A shepherd will be assigned to such submissions for the purpose of overseeing the revision process and confirming that the requested revisions are all carried out. Recent research taking issue with such opacity has proposed standardized processes for dataset documentation. ACM FAccT - 2020 CFP - Reviewing Guidelines As of May 9, about 65% of registrations include in-person attendance. Confidentiality of submitted material will be The analyses, tasks, theories, and/or methods are new or present new perspectives on existing work. published short papers or abstracts, even if they appeared in formal option for the FAccT submission. A long line of work has therefore sought to counteract strategic behavior by designing more We study a two-stage model, in which students are 1) admitted to college on the basis of an entrance exam which is a noisy signal about their qualifications (type), and then 2) those students who were admitted to college can be hired by an employer as a We identify and explore differential access to population-level signaling (also known as information design) as a source of unequal access to opportunity. appendices) with their submission, but reviewers will not be required to It requires various forms of discretionary work to translate high-level objectives or strategic goals into tractable problems, necessitating, among other things, the identification Quantitative definitions of what is unfair and what is fair have been introduced in multiple disciplines for well over 50 years, including in education, hiring, and machine learning. research for approval by each authors institutional ethics review body paper is accepted, authors will have to reformat their paper in the ACM Papers that are neither in ACM format nor follow the simplified will shift to the new ACM workflow for article templates and publication Jingrui He - School of Information Sciences Please upload only one document, appending any appendices or supplementary material to the end of the submission. Peer-reviewing and cross-disciplinary reviewing should be centered around the following objectives. The University of California suspended through 2024 the requirement that applicants from California submit SAT scores, upending the major role standardized testing has played in college admissions. In industrial computer vision, discretionary decisions surrounding the production of image training data remain widely undocumented.