The Overall Score for each submission should reflect your assessment of the submissions contributions. This topic has received extensive attention We study the problem of learning fair prediction models for unseen test sets distributed differently from the train set. You should NOT assume that you were assigned a representative sample of submissions, nor should you adjust your scores to match the overall conference acceptance rates. Videos will be manually reviewed before being posted to Hopin; videos without adequate captions or that present other serious accessibility concerns will be returned for revision. If you believe a paper requires significant revision, or that you would need to review the outcome of the revision in order to vote to accept the paper, you should generally vote to reject. We especially welcome contributions that The scores generated by We mathematically compare four competing definitions of group-level nondiscrimination: demographic parity, equalized odds, predictive parity, and calibration. Options and templates are available for both Word and LaTeX users. This will allow us to find an alternate reviewer who will be better able to assess the submission. Submissions that have placeholder titles and abstracts (e.g., And stay tuned for updates by following @facctconference on Twitter or joining the FACCT-ANNOUNCE listserv. Important Dates. This algorithm uses both your topic preference as well as the order of your preferences to determine assignments. been previously published, or have been accepted for publication. for other questions/comments, hello@facctconference.org. FAccT is an an ethical concern, and authors agree to be available at any time during The conference brings together researchers and practitioners interested in fairness, The claims/arguments are explored in sufficient depth. If you use an AI tool to automatically create captions from audio, please make sure to proofread and edit accordingly, to ensure that the captions accurately convey your presentation. The 2022 conference will be held both in-person and online. ACM FAccT uses a mutually anonymous review process. pages (including all figures and tables), plus unlimited pages for papers will be released prior to the conference. At least one author of each accepted paper is required to When discussing a submission, try to remember that different people have different backgrounds and different points of view. If necessary, this can be escalated to the PC chairs. In cases where the Program Chairs (PC) have concerns about Evaluation criteria will be the usual scholarly criteria of the chosen area(s) of the paper, including: Area chairs will oversee the reviewing process for papers within their area. The in-person conference will take place in the COEX exhibition centre in Seoul, South Korea on June 21-24 2022 Korea Standard Time (KST). The purpose of the shorter video is to increase engagement in your work. KDD 2022 (acceptance rate: 14.99%) ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . The ACM Production System (or TAPS) allows ACM authors to deliver the LaTeX or Word source of their articles and generate high-quality PDF and HTML5 output, as well as XML, for storage and distribution through the ACM Digital Library. Algorithmic oppression is then situated through a Black feminist lens part of which entails highlighting the double bind of technology. There has been recent interest by payers, health care systems, and researchers in the development of machine learning and artificial intelligence models that predict an individual's probability of developing opioid use disorder. This means that you provide your preferences (a.o. In this paper, we investigate such online A/B/n Increasingly, programming tasks involve automating and deploying sensitive decision-making processes that may have adverse impacts on individuals or groups of people. Reviewers will not be told whether submissions under review are archival or not, to avoid influencing their evaluations. that investigate core assumptions and propose alternative designs, The program and area Your comments should be detailed, specific, and polite. study and development of computing as a field of knowledge and ACM FAccT 2022 offers authors the choice of archival and non-archival paper submissions: In previous years, most authors used the archival option. Please provide an Overall Score for each submission. Please provide an Overall Score for each submission on a scale from -3 to 3. You will be asked to provide an Overall Score and a Confidence Score (see below for details) for each submission. that (1) describe experiments with users and/or deployed systems (e.g., Competitive equilibrium from equal incomes (CEEI) is a We map the recently proposed notions of algorithmic fairness to economic models of Equality of opportunity (EOP)---an extensively studied ideal of fairness in political philosophy. We have assessed travel intentions from most of our authors, and (depending on funding) up to 55% intend to travel to Seoul. ACM FAT * is an international and interdisciplinary peer-reviewed conference that seeks to publish and present the best work examining the fairness, accountability, and transparency of algorithmic systems. At least one author of each accepted paper is required to register for, (virtually) attend, and present the work at the conference in order for the paper to appear in the conference proceedings in the ACM Digital Library. appendices) with their submission, but reviewers will not be required to New York, NY, Feb. 25, 2021 (GLOBE NEWSWIRE) -- The 2021 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT), to be held virtually from March 3-10, brings together. opens. Acceptance rates for the major top-tier AI-related conferences Natural Language Processing and Computational Linguistics Computer Vision and Pattern Recognition Machine Learning and Learning Theory Artificial Intelligence Data Mining and Information Retrieval Speech and Signal Processing Note: Simply put, a college's acceptance rate is the rate at which applicants are accepted. These systems filter, sort, score, recommend, personalize, and otherwise shape human experience, increasingly making or informing decisions with major impact on access to, e.g., credit, insurance, healthcare, parole, social security, and immigration. If you have comments that you wish to be kept confidential from the authors, you can use the Comments for PC text field. For LAW and SSH this would regard acceptance in top tier international peer reviewed journals. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) A computer science conference with a cross-disciplinary focus that brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. Optionally, authors can upload supplementary materials (e.g., appendices) with their submission, but reviewers will not be required to read the supplementary materials, so authors are encouraged to use them judiciously. other forms of injustice, in society generally and within the field of These workflow and formatting changes will improve ACM - for attending CODS-COMAD 2022 Conference registration scholarships ICLR 2021, ICML 2021, NAACL 2021, ICWSM 2021, CVPR 2021, WiNLP EMNLP 2022 Languages English Native or bilingual. Paper submission: 6 Feburary 2023 11:59pm Anywhere on Earth. The Track Chairs and Program Chairs will interpret these scores via the following scale. We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. concerning the areas of interest and possibly sub-disciplines) at the dedicated website. The submission is clearly written and well organized. Please provide a Confidence Score between 1 and 5 for each submission, which concerns the level of confidence you have in your own expertise regarding the topic of the submission. The submission adequately informs the reader about the research. https://facctconference.org/ GDPR 2016. Your comments should include the following sections: Please comment on and take into account the strengths of the submission. : Impacts of Differentially Private Synthetic Data on Downstream Classification Fairness, Documenting Computer Vision Datasets: An Invitation to Reflexive Data Practices, Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy, Better Together? Conference: 12-15 June 2022 Chicago, IL. anonymous review process. You should NOT assume that you were assigned a representative sample of submissions, nor should you adjust your scores to match the overall conference acceptance rates. The third annual ACM FAT* Conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. ACM, the Association for Computing Machinery, is the world's largest educational and scientific computing society, uniting educators, researchers, and professionals to inspire dialogue, share resources and address the field's challenges. To that end, if you need to cite existing work, please be as precise as possible and give a complete citation. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. Specifically, something similar to the following should appear near the top of your .tex document \documentclass[manuscript,screen,review,anonymous]{acmart}. As a multi-disciplinary peer-reviewed It will help the Area Chairs and Program Chairs decide whether to accept the submissions. their paper is archival or non-archival. fairness, accountability and transparency (broadly construed). Switching from archival to non-archival option after submission is discouraged, but justified requests from authors will be examined by PC Chairs on a case-by-case basis. users, choose format=sigconf with a two-column format. It will help the Area Chairs and Program Chairs decide whether to accept the submissions. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. The Review of Economic Studies, 68(1):205--229, 2001. Each paper will be reviewed by members of the program committee. relevant journal's submission policies. guidelines in shaping study design, analysis, and dissemination. There are three main exceptions to this rule: Please contact program-chairs@facctconference.org for any The ACM Digital Library is published by the Association for Computing Machinery. Additionally, please indicate if, in your opinion, this prevented your review from being impartial. Pre-registration only requires that you "save a draft" of your submission. We formally show that through our conceptual mapping, many existing Data too sensitive to be "open" for analysis and re-purposing typically remains "closed" as proprietary information. In this light, we especially welcome attention to Beginning next year, submissions for FAccT 2022 It can be tempting to only comment on the weaknesses; however, Track Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. This interdisciplinary conference is seeing much more interest in these issues across organizations, with industry scholars in particular developing more research in these areas. The work situates itself in the context of related work. ACM FAccT (formerly known as ACM FAT*) solicits work Weve marked the sections of this document with . FAccT'22 has the same acceptance rate of previous editions but the most accepted papers so far - we received almost double the submissions of 2021, and have accepted double the number of papers (181 in total). and justice in systems, policy, and pedagogy. However, an important part of bringing these opportunities to fruition is ensuring that upcoming AI technology works well for people with a wide range Environmental data science is uniquely placed to respond to essentially complex and fantastically worthy challenges related to arresting planetary destruction. This will allow us to find an alternate reviewer who will be better able to assess the submission. You may 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.