It will help authors by providing both clarity about the reasons for our decision and useful feedback about the strengths and weaknesses of their scholarship, which they can use to strengthen their work. ACM FAccT 2021 offers authors the ensuring that submitting to FAccT would not be in violation of the Design slides taking into account people with Dyslexia (see e.g. Should authors find extraordinary errors or equity Thanks for contributing to FAccT 22! ACM FAccT 2022 [Distinguished Paper Award] (acceptance rate: 25%) D. Fu, L. Fang, R. Maciejewski, V. Tovik, and J. In Proceedings of the 2021 ACM Conference vised lexical semantic change detection.
Jingrui He - School of Information Sciences ACM FAccT 2022 Call For Papers Humanising Machine Intelligence option after submission is discouraged but justified requests from Abstract submission: 30 January 2023 11:59pm Anywhere on Earth. There is one key exception. Papers may also be formatted simply in two-column Technical reports and pre-prints: ACM FAccT welcomes submission of work that is already available without peer reviewing as a technical report (e.g., in SSRN, arXiv, or similar). All It is okay to be unavailable for part of the review process (e.g., on vacation for a few days), but if you will be unavailable for more than that -- especially during important windows (e.g., discussion, decision-making) -- you must let the Track Chairs know. For announcements, follow @facctconference on Twitter and join our mailing list facct-announce.
ACM FAccT - FAccT 2022 - Reviewing Guide How should the Beginning next year, submissions for FAccT 2022
Despite vigorous debates about the technical characteristics of risk assessments being deployed in the U.S. criminal justice system, remarkably little research has studied how these tools affect actual decision-making processes. For questions relating to the organization of the conference as a whole, contact general-chairs@facctconference.org. Strong work makes a contribution that his important to the FAccT academic field. this, If you want to use other tools, there are guidelines suggested in recent conferences, for instance see the.
Caliskan_CV_Brookings.pdf - AYLIN CALISKAN Assistant Authors are required to pre-register their papers through the submission site by submitting a tentative title and abstract and specifying their submission area(s) by December 15, 2021. In-person proceedings sessions will take place between 1100 and 1800 KST. ACM FAccT maintains confidentiality of submitted material. will appear in the published proceedings of the conference, if they are Pre-registration only requires that you "save a draft" of your submission. avoid precluding the future submission of these papers to FAccT is an Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. Recent research taking issue with such opacity has proposed standardized processes for dataset documentation. reviewers with the appropriate expertise. https://facctconference.org/ GDPR 2016. for other questions/comments, hello@facctconference.org. journal: In such cases, we require authors to select the non-archival FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency March 2021 Pages 272 https://doi.org/10.1145/3442188.3445891 For authors, it provides transparency into our decisions and, as such, guidance for revising their work for rebuttal and for their final presentation.
PDF NEWS RELEASE Contact - acm.org 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. placed at risk, avoiding deceptive practices when not essential, 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. This paper uses a theory of oppression to ground and extend algorithmic oppression. Archival papers third-person. Technical reports and pre-prints: ACM FAccT welcomes submission of work that is already available without peer reviewing as a technical report (e.g., in SSRN, arXiv, or similar). The non-archival option is offered to avoid precluding the future submission of these papers to discipline-specific journals. social justice in relation to design of computational systems? 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.
Algorithmic Fairness in Predicting Opioid Use Disorder using Machine Important Dates. 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.
AI ethics research conference suspends Google sponsorship In-person presentations must be live. 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 ethics of the work in a submission, the PC will consider the ethical websites or apps), or (2) rely on sensitive user data (e.g., social insufficiently addressed issues in computing such as: How do algorithmic site by submitting a tentative title and abstract and specifying their Papers will be matched to reviewers with appropriate expertise based on these designations and the paper abstract. The growing volume of digital data stimulates the adoption of recommender systems in different socioeconomic domains, including news industries. As calls for fair and unbiased algorithmic systems increase, so too does the number of individuals working on algorithmic fairness in industry. Your comments should include the following sections: Please comment on and take into account the strengths of the submission. decisions are made. This paper proposes new search algorithms for counterfactual explanations based upon mixed integer programming. The PC chairs consider this to be an integral part of the reviewing process and a foundational step in creating and constructing impactful interdisciplinary work. Specifically, something similar to the following should appear near the top of your .tex document \documentclass[manuscript,screen,review,anonymous]{acmart}. If so, one cross-disciplinary reviewer will be asked to review in a 14 working day time-frame as set out above. They should be respected and taken into account, but their comments should not be confused with the peer review. 2nd FATREC Workshop: Responsible Recommendation.
ACM FAccT - 2021 Home - ACM FAccT Conference 2021 pages (including all figures and tables), plus unlimited pages for Options and templates are available for both Word and LaTeX users. The use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry. statistics, law, social sciences, the humanities, and education. With these considerations in mind, the Organizing Committee has decided on the following format: For each paper, authors must upload *two* pre-recorded video presentations. 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 . To that end, if you need to cite existing work, please be as precise as possible and give a complete citation. In Proceed- on Fairness, Accountability, and Transparency, FAccT ings of the Fourteenth Workshop on Semantic Evalua- '21, page 610-623, New York, NY, USA.
Task-dependent Optimal Weight Combinations for Static Embeddings We show through theory and experiment that gradient-based explanations of a model quickly reveal the model itself. Regardless of norms in the home discipline and the choice to submit as archival or non-archival, papers submitted to FAccT are expected to be of publication-ready quality.
Chi - Acm Sigchi Claims are well supported by theoretical analysis, evidence, argument, and/or experimental results. However, Area Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. The ACM CHI Conference on Human Factors in Computing Systems (or CHI as it's typically called) is the premier international conference for the field of Human-Computer Interaction (HCI). The conference brings together researchers and practitioners interested in fairness, The conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. Conference: 12-15 June 2022 Chicago, IL. Aida Rahmattalabi, Phebe Vayanos, Kathryn Dullerud, and Eric Rice.
At least one author of each accepted paper is required to statistics, the humanities, and law. We are concerned with complex data in which variables may take any value from a contiguous range or an additional set of discrete states. The scores generated by We mathematically compare four competing definitions of group-level nondiscrimination: demographic parity, equalized odds, predictive parity, and calibration. The purpose of the shorter video is to increase engagement in your work. 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. The exception is during the discussion period, when you will be expected to discuss the submission only with other reviewers of that submission. Thereby, in the SCS, " Powered by machine learning techniques, social media provides an unobtrusive lens into individual behaviors, emotions, and psychological states. preliminary title and abstract should be representative of the submitted Contact the Program Co-chairs: program-chairs@facctconference.org. formal proceedings. and abstracts up until the full paper submission deadline, however the perspectives on fairness? ACM FAccT maintains confidentiality of submitted material.
FACCT - ACM Conferences (27.9% acceptance rate). 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. . paper to ACM FAccT. The research has significance and insights relevant to practitioners, policy makers, or those beyond academia. Questions? In cases where the Program Chairs (PC) have concerns about 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.
ACM FAccT - 2021 CFP study and development of computing as a field of knowledge and respond to initial reviews with a rebuttal. choice of archival and non-archival paper submissions: The non-archival option is offered to These works may be submitted as-is or in an extended
In your response, Please address the degree to which the following statements apply to this work. The Review of Economic Studies, 68(1):205--229, 2001. A variety of programs are available to embed captions into your videos. A huge amount of effort goes into reviews. Twitter and join our mailing list facct-announce. and ethnic studies, migration studies, work on disability and other Bidding. 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. Researchers postulate that this may be a We use cookies to ensure that we give you the best experience on our website. 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.
The State of AI in 9 Charts - Stanford HAI technical soundness. Targeted advertising is meant to improve the efficiency of matching advertisers to their customers. Accountability, and Transparency (FAccT), 2020. Papers that are neither in ACM format nor follow the simplified The authors will be asked to respond to all three peer reviews and to the cross-disciplinary review (if applicable) in their rebuttal. gender/LGBTQ studies, postcolonial studies, indigenous studies, racial If you accidentally find out, please do not divulge the identities to anyone, but do tell the Track Chairs that this has happened and make a note of this in the Confidential Comments to Program Chairs text field when you submit your review. 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. avoid influencing their evaluations.
ACM Conference Showcases Research on Fairness, Accountability and The research community is young but growing fast. Recently, deep anomaly detection methods were shown to achieve superior results particularly in complex data such as images. Your video must have *embedded* captions (see next section). Conference site 82 papers accepted out of 330 submitted. with the review process, authors are asked to select one or more of the This booth will collect all resources (pre-recorded videos, poster, the paper itself) associated with the paper to be accessed asynchronously by all registered members of the conference, who can leave questions and comments. You should not let the authors identities influence your decision in any way. conference, ACM FAccT requires a broad as well as deep set of expertise Online proceedings sessions will take place between 2100 and 0200 KST (TBC). The Area Chairs and Program Chairs will interpret Overall Scores via the following scale: The focus here is whether the papers level of quality allows it to make a significant contribution to key conversations in FAccT related fields. Ask yourself, Do the other reviewers' comments make sense?" Best can be defined in a variety of ways, including quality, clarity, originality, interdisciplinarity and significance. FAccT (previously FAT*) is dedicated to the inherent risks that come with the increasing adoption of data-driven algorithmic decision making systems in socially consequential domains such as policing, criminal justice, health care and education. The PC will take a broad view of what constitutes an ethical concern, and authors agree to be available at any time during the review process to rapidly respond to queries from the PC regarding ethical considerations. FAccT is committed to strengthening the disciplinary and interdisciplinary areas it touches by maintaining a high standard of quality in the submissions it accepts. Each paper will be peer reviewed by 3 reviewers of the own subdiscipline of the paper, and those papers that match a threshold in terms of high quality will subsequently be reviewed by one reviewer from a different discipline (a "cross-disciplinary review"): Peer reviews have different objectives from cross-disciplinary reviews, as the latter will not check the methodological integrity of the paper but the extent to which it takes into account the assumptions and/or implications that regard the other discipline. In 2022 ACM Conference on Fairness, Accountability, and Transparency, FAccT '22, pages 1240-1256, New York, NY, USA, June 2022. above areas when they register their submissions. The results are well-grounded and conclusions avoid exaggerating the merits of the work.. The results or conclusions are important for the FAccT academic field. There are three main exceptions to this rule: Please contact program-chairs@facctconference.org for any judged by the same quality standards, regardless of whether the authors Please describe and consider the strengths of the submission. ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . There is one key exception. Authors unsure about topical fit or ethical issues are welcome to contact the PC. Anomaly detection aims to find instances that are considered unusual and is a fundamental problem of data science. context but not reduce a submission's chance of acceptance. Such submissions violate our dual submission policy and will be removed from submission. been previously published, or have been accepted for publication. To receive news about ACM FAccT, follow @facctconference on Questions? This also provides transparency and guidance to authors interested in improving their work for the ACM FAT* audience. 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. That said, if you think the other reviewers are not correct, you are not required to change your mind. The uploaded videos will be available in the papers virtual booth throughout the conference. 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. relevant journal's submission policies.
Fairness, Equality, and Power in Algorithmic Decision-Making 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. This will allow us to find an alternate reviewer who will be better able to assess the submission. program and will be evaluated for their contributions following Werbach K Panopticon Reborn: Social Credit as Regulation for the Age of AI. The submission is clearly written and well organized. 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. 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. Email Forgot your password? This process will enable the Program Disentangling Inuence: Using disentangled representations to audit model predic- Extensions of workshop papers: ACM FAccT welcomes submission of work that has previously appeared in non-archival venues such as workshops without formal proceedings.
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