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Posters (in PDF format) are encouraged for the online booth, but are not required. 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. 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. submission. Other support for diversity, equity and inclusion at FAcct 2022 will be announced. all submissions will have the same page length requirements and will be We will be aided in this 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. ACM conference and as such, we will review papers in alignment with the If the reviewers do come to a consensus, the Program Chairs will take it seriously. Papers that are neither in ACM format nor follow the simplified formatting rules, or papers exceeding the specified page length, may be rejected without review. towards more ethical computing scholarship in future years. ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. 2021. The online conferenceincluding both live-streamed elements of the in-person conference, and online-only contentwill also begin on June 21, with content and discussion available for two weeks from that date, and a library of content available subsequently. The work incorporates foresight on populations most likely to bear disproportionate negative effects directly related to this work. Recent research taking issue with such opacity has proposed standardized processes for dataset documentation. 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 Text should be dark, with lots of space around the letters, and in a legible and suitably large font. In keeping with our roots in computing, we appreciate both systems New York, NY, February 25, 2021 - The 2021 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT) , to be held virtually from March 3-10, brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. 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. Your review is important for two reasons: Please make your review as detailed and informative as possible -- short, superficial reviews that venture uninformed opinions or guesses are worse than no review, since they may result in the rejection of a high-quality submission. While it allows sellers to increase their profits, it also raises several concerns in terms of fairness. He is a recipient of the Best Paper Award at IEEE FOCS in 2005, the IBM Research Pat Goldberg Memorial Award in 2006, the Indian National Science Academy Young Scientist Award in 2011, and the Best Paper award at ACM FAccT in 2019. This means that you provide your preferences (a.o. Email Forgot your password? Submissions that do not comply with this policy will be 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. 2.556; the score needed to be in the top 25.7% (acceptance rate for CHI2019). Submitted papers must be 8-10 Since ACM FAT* targets the implications of automated decision-making based on, e.g., machine learning, the cross-disciplinary reviews are pivotal. practices, and policies. Using elasticities to derive optimal income tax rates. Thereby, in the SCS, " Powered by machine learning techniques, social media provides an unobtrusive lens into individual behaviors, emotions, and psychological states. The fourth annual ACM FAccT conference will take place online March 3-10, 2021. Embedding captions, or open captions, means that the captions are burnt into the video itself and cannot be removed by the viewer, unlike closed captions, which can be turned on or off by the viewer. You may The non-archival option is offered to avoid precluding the future submission of these papers to discipline-specific journals. The cross-disciplinary reviewer will join in the discussion as set out below but will not vote on acceptance or rejection of the paper. 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. Our assessments, publications and research spread knowledge, spark enquiry and aid understanding around the world. At least one author of each accepted paper is required to Reviewers will be invited to This process will enable the Program Chairs to better anticipate the submission load and to make necessary adjustments to the program committee. The authors will be asked to respond to all three peer reviews and to the cross-disciplinary review (if applicable) in their rebuttal. Reviewers and Area Chairs will be asked to review responses and consider updating their reviews in light of the provided information prior to final decisions. Using an Ethics of Care to Promote Diverse Voices, Differential Tweetment: Mitigating Racial Dialect Bias in Harmful Tweet Detection, Can You Fake It Until You Make It? Humans are the final decision makers in critical tasks that involve ethical and legal concerns, ranging from recidivism prediction, to medical diagnosis, to fighting against fake news. Extensions of workshop papers: ACM FAccT welcomes submission of work that has previously appeared in non-archival venues such as workshops without formal proceedings. The conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. Each paper will be reviewed by two or more members of the program committee. site by submitting a tentative title and abstract and specifying their With great power comes great responsibility! 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. 9. This paper proposes new search algorithms for counterfactual explanations based upon mixed integer programming. He. 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. It can be tempting to comment only on the weaknesses, however, Area Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. Authors will be able to make changes to their titles systems develop in relation to racism and anti-blackness? welcome scholarship in dialogue with fairness, accountability, and concerning the areas of interest and possibly sub-disciplines) at the dedicated website. IL , third-person. The program and area field address the problems and opportunities of intersectional usability and accessibility as well as support the longevity of ACM In-person proceedings sessions will take place between 1100 and 1800 KST. Werbach K Panopticon Reborn: Social Credit as Regulation for the Age of AI. 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. Area Chairs should return their meta-reviews by April 5 11:59 pm AoE. For LaTeX The scores generated by We mathematically compare four competing definitions of group-level nondiscrimination: demographic parity, equalized odds, predictive parity, and calibration. Archival vs. Non-archival Submissions ACM FAccT 2023 offers authors the choice of archival and non-archival paper submissions: The cross-disciplinary review is intended to provide insight from a different field about the potential broader impact of the work, context for the stated claims and related work (in areas/field beyond the direct one of the submission), and constructive feedback and potential concerns from a different perspective. FAccT: Fairness, Accountability, and Transparency. This process will enable the Program Conference-length (8-10 pages) versions of papers that are The ACM Digital Library is published by the Association for Computing Machinery. in length. ACM FAccT solicits work from a wide variety of disciplines, including computer science, statistics, law, social sciences, the humanities, and policy, and multidisciplinary scholarships on fairness, accountability and transparency in computational systems (broadly construed). ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). When appropriate, authors are encouraged to include a subsection describing these issues. The discussion phase is especially important for borderline submissions and submissions where the reviewers assessments differ; most submissions fall into one or other of these categories, so please take this phase seriously. You should not let the authors identities influence your decision in any way. faced in their work. subscribe to community norms. When appropriate, authors are encouraged to In cases where the Program Chairs (PC) have concerns about the ethics of the work in a submission, the PC will consider the ethical soundness and justification of the submission, just as it does its technical soundness. discipline-specific journals. disclosure of audits. 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. Final submissions will be due on January 21, 2022. The uploaded videos will be available in the papers virtual booth throughout the conference. the ethics of the work in a submission, the PC will consider the ethical We will be using the new ACM workflow for formatting manuscripts, described here. In case you are not sure maintained. Switching from archival to non-archival building, analysis, and practical impact alongside psychological, Archival papers The conference brings together researchers and practitioners interested in fairness, Contact the Program Co-chairs: program-chairs@facctconference.org. Contrastive Learning with Complex Heterogeneity. to ensure that the best content is presented at the conference, and. TBA) or none at all at the abstract submission deadline may be proceedings, if they are accepted. The latest data we have shows there are 11,240 reviews in the system. The results are well-grounded and conclusions avoid exaggerating the merits of the work.. Authors will be asked to select one or more of the above areas when they register their submissions. Ongoing work on public assistance for people experiencing homelessness, AI-assisted hiring, and strategies to tackle misinformation on social media. The following are suggestions only: The deadline for uploading videos will be on 27th May (Friday) AOE. Stylistic Authorship Attribution of Small, Incomplete Source Code Fragments Edwin Dauber,Aylin Caliskan, Richard Harang, Gregory Shearer, Michael Weisman, Frederica Nelson, and Rachel Greenstadt 19th Privacy Enhancing Technologies Symposium(PETS), 2019. FAccT: Fairness, Accountability, and Transparency. Best can be defined in a variety of ways, including quality, clarity, originality, interdisciplinarity and significance. Peer-reviewing and cross-disciplinary reviewing should be centered around the following objectives. preliminary title and abstract should be representative of the submitted (Acceptance rate: 24%) [C3] Charles Marx*, Richard Phillips*, Sorelle A. Friedler, Carlos Scheidegger, and Suresh Venkatasub-ramanian. [Feb. [Feb. Search Search. Reviews are due by March 21 11:59 pm AoE. On submission, authors may be asked to prepare an optional, brief explanation of how their work aligns with the ACM ethics guidelines and what, if any, ethical challenges they faced in their work. Your video must have *embedded* captions (see next section). The use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry. Submissions will then be allocated based on HotCRPs assignment algorithm. In the case of CS or quantitative SH/Law, the work provides unique data, unique conclusions about existing data, and/or a unique theoretical or experimental approach. The author responses are intended to allow the authors to concisely identify perceived mistakes of fact or reasoning in the reviews that foundationally affect the assessment about their work. Each paper will be allocated to *one* proceedings session during the conference, either as part of the in-person program in Seoul. relevant domains inform a broad perspective on how to frame and advance 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. in order for the paper to appear in the conference proceedings in the In your response, Please address the degree to which the following statements apply to this work. learnings from this optional experiment to guide FAccT conference work Although it is only in its fifth year, FAccT has rapidly become the premiere accepted. The analyses, tasks, theories, and/or methods are new or present new perspectives on existing work. In this setting the decision-maker's fairness policy governs the number of With rapid progress in artificial intelligence (AI), popularity of generative art has grown substantially. 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. ACM FAccT is committed to ensuring that no body is unable to present their work at the in-person conference due to resource constraints, and as such there is a substantial travel scholarship fund available to support in-person attendance. last year, papers and position papers are in scope for the We especially welcome contributions that ACM Conference on Fairness, Accountability, and Transparency 2022 (ACM FAccT 2023) Call For Papers. Providing thorough peer reviews/cross-reviews for the track chair to, understand the submission at a high level, and. The Overall Score for each submission should reflect your assessment of the submissions contributions.