In this case, the authors should not cite the report, so as to preserve anonymity. Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. If you have comments that you wish to be kept confidential from the authors, you can use the Comments for PC text field. reviewers with the appropriate expertise. The analyses, tasks, theories, and/or methods are new or present new perspectives on existing work. Meta-Learned Metrics over Multi-Evolution Temporal Graphs. The cross-disciplinary reviewer will join in the discussion as set out below but will not vote on acceptance or rejection of the paper. Reviewers will be invited to The submission adequately informs the reader about the research. Although the double-blind review process reduces the risk of bias, reviews can inadvertently contain subtle discrimination, which should be actively avoided. 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 use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry. 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. ACM FAccT maintains confidentiality of submitted material. Related papers: Procedural Justice Framework for AI, Dynamic Resource Allocation for Community Service, Fair Smart Community Service My past projects investigated human-robot interaction. At least one author of each accepted paper is required to Using elasticities to derive optimal income tax rates. Papers The Overall Score for each submission should reflect your assessment of the submissions contributions. faced in their work. FAccT* also welcomes full paper submissions that extend previously asked to prepare an optional, brief explanation of how their work aligns This process will enable the Program in order for the paper to appear in the conference proceedings in the Coordinating with other reviewers and track chairs by, completing peer reviews/cross-reviews in a timely manner, and. 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). usability and accessibility as well as support the longevity of ACM ensuring that submitting to FAccT would not be in violation of the FAccT* also welcomes full paper submissions that extend previously published short papers or abstracts, even if they appeared in formal proceedings, if the previously published version does not exceed 4 pages in length. Q&A will be live in both cases. 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. Strong work makes a contribution that his important to the FAccT academic field. ACM FAccT 2022 [Distinguished Paper Award] (acceptance rate: 25%) D. Fu, L. Fang, R. Maciejewski, V. Tovik, and J. 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. Settings such as lending and policing can be modeled by a centralized agent allocating a scarce resource (e.g. Aida Rahmattalabi, Phebe Vayanos, Kathryn Dullerud, and Eric Rice. placed at risk, avoiding deceptive practices when not essential, practices, and policies. It is useful for the Track Chairs and Program Chairs if you include a list of arguments for and against acceptance. judged by the same quality standards, regardless of whether the authors In this Anonymized smartphone-based mobility data has been widely adopted in devising and evaluating COVID-19 response strategies such as the targeting of public health resources.
Archival papers We will create a form for you to share the links, which will be emailed to authors one week in advance of the deadline.The form for uploading your video is here. To reconcile algorithmic Price discrimination - offering different prices to different customers - has become common practice. relevant journal's submission policies. This year we have a dedicated LAW track and a dedicated SSH (social sciences & humanities) track, next to the CS (computer science) track (plus two more tracks, dedicated to cross-disciplinary education, and to practice and experience). The conference brings together researchers and practitioners interested in fairness, May 8-13, 2021 Yokohama, Japan May 8-13, 2021 Online Virtual Conference . Learning resource allocation policies from observational data with an application to homeless services delivery. For media inquiries, please contact press@facctconference.org; Posters (in PDF format) are encouraged for the online booth, but are not required. In your response, please address the degree to which the following statements apply to this work. FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency Fairness, Equality, and Power in Algorithmic Decision-Making. personal and professional concern, but also a perennial focus of FAccT 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. Submissions that do not comply with this policy will be rejected without review. Confidentiality of submitted material will be Our assessments, publications and research spread knowledge, spark enquiry and aid understanding around the world. subscribe to community norms. Ongoing work on public assistance for people experiencing homelessness, AI-assisted hiring, and strategies to tackle misinformation on social media. Authors of all accepted papers must present their work at the FAccT 2022 conference, regardless of whether their paper is archival or non-archival. Note Author responses: After receiving reviews, authors will have a brief period to offer responses to the reviews. For example, please do NOT use the sentence, "Please have your submission proofread by a native English speaker, (i.e., avoid the phrase native English speaker). Stability against changes in data distribution is an important mandate for responsible deployment of models. Think about the times when you received an unfair, unjustified, short, or dismissive review. Questions? Authors are also responsible for ensuring that submitting to FAccT would not be in violation of the relevant journal's submission policies. all submissions will have the same page length requirements and will be That said, if you think the other reviewers are not correct, you are not required to change your mind. Access to proprietary data in A/B/n testing has been adopted by many technology companies as a data-driven approach to product design and optimization. It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! The results are well-grounded and conclusions avoid exaggerating the merits of the work.. site by submitting a tentative title and abstract and specifying their 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? versions that are currently under review at another conference, have 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 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. 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. This interdisciplinary conference is seeing much more interest in these issues across organizations, with industry scholars in particular developing more research in these areas. Submissions that have "placeholder" titles and abstracts (e.g., "TBA") or none at all at the abstract submission deadline may be deleted. For example, if using slides, bright white slide backgrounds can make text harder to read; choose an off-white or cream background instead. Research challenges are not limited to technological solutions regarding potential bias, but include the question of whether decisions should be outsourced to data- and code-driven computing systems. A huge amount of effort goes into reviews. The Review of Economic Studies, 68(1):205--229, 2001. 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. The research community is young but growing fast. Papers that are neither in ACM format nor follow the simplified From creating paintings to generating novel art styles, AI based generative art has showcased a variety of applications. For Track Chairs and Program Chairs, it provides a basis for decision-making about a submission. Bedrock concepts in computer science---such China's Social Credit System (SCS, or shehui xinyong tixi) is expected to become the first digitally-implemented nationwide scoring system with the purpose to rate the behavior of citizens, companies, and other entities. Further information on the expected format and As a multi-disciplinary peer-reviewed We welcome submissions in the following areas: FAccT is an ACM conference about computing, dedicated to rigorous Recently, social media sites like Facebook and Twitter have been severely criticized by policy makers, and media watchdog groups for allowing fake news stories to spread unchecked on their platforms. effort by your area selections and the abstract of your paper. Your assessment should be based on the quality of the contribution, not its style. The research community is young but growing fast. We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. journal: In such cases, we require authors to select the non-archival This section can be used to provide additional ACM Conference on Fairness, Accountability, and Transparency 2022 (ACM FAccT 2023) Call For Papers. conference, ACM FAccT requires a broad as well as deep set of expertise The growing volume of digital data stimulates the adoption of recommender systems in different socioeconomic domains, including news industries. #FAccT2023 FAT* '19: Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* '19: Conference on Fairness, Accountability, and Transparency, Chicago ,
websites or apps), or (2) rely on sensitive user data (e.g., social under review at a journal, but which have not yet been published in that references . If the The results or conclusions are important for the FAccT academic field. This flagship conference is generally considered the most prestigious in the field of HCI and attracts thousands of international attendees annually. 9%! Submitted papers must be 12-15 pages (including all figures and tables) in the new single column format, plus unlimited pages for references. Important Dates. Take your job seriously and be fair. include a subsection describing these issues. Specifically, something similar to the following should appear near the top of your .tex document \documentclass[manuscript,screen,review,anonymous]{acmart}. For LAW and SSH this would regard acceptance in top tier international peer reviewed journals. We show through theory and experiment that gradient-based explanations of a model quickly reveal the model itself. not submit papers that are identical, or substantially similar to option for the FAccT submission. In industrial computer vision, discretionary decisions surrounding the production of image training data remain widely undocumented. Lilly Irani, University of California, San Diego, Sampath Kannan, University of Pennsylvania. Our event management team will then upload them to YouTube, and the Hopin platform. Consequential decision-making typically incentivizes individuals to behave strategically, tailoring their behavior to the specifics of the decision rule. You will be asked to 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. ACM FAccT. instance, citations to the authors' own prior work should be made in the FAccT is an 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. Trained machine learning models are increasingly used to perform high-impact tasks in areas such as law enforcement, medicine, education, and employment. Accountability, and Transparency (FAccT), 2020. questions. Papers will be matched to reviewers with appropriate expertise based on these designations and the paper abstract. paper is accepted, authors will have to reformat their paper in the ACM transparency in computational systems, including critical approaches 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. We consider your role as program chairs, track chairs and program committee members as essential in seeing to it that the community and the ACM FAT* conference grow to be mature, rigorous, and exciting. above areas when they register their submissions. The ACM CHI Conference, 'CHI2021', Online Virtual Conference. 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? users, choose format=sigconf with a two-column format. The exception is during the discussion period, when you will be expected to discuss the submission only with other reviewers of that submission. 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. the concerns of ACM FAccT? The program and area format, with one inch margins, 9 point Times New Roman font. systems develop in relation to racism and anti-blackness? Extensions of 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. judiciously. The ACM Digital Library is published by the Association for Computing Machinery. content. from a wide variety of disciplines, including computer science, In cases where the Program Chairs (PC) have concerns about 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. field address the problems and opportunities of intersectional If you have a question about the reviewing system, your primary point of contact should be the PC Chairs. If using LaTeX, please use the template given in sample-manuscript.tex when downloading the latest version of the ACM LaTeX documents. 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). Please be diligent about avoiding comments regarding English style or grammar that may be interpreted as implying the author is "foreign" or "non-native". Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released. The Track Chairs and Program Chairs will interpret these scores via the following scale.
To this end, Your overall assessment should reflect on whether you believe the paper merits acceptance except for minor revisions. will shift to the new ACM workflow for article templates and publication 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. Association tion, pages 208-213, Barcelona (online). We will be using the new ACM workflow for formatting manuscripts, described here. read the supplementary materials, so authors are encouraged to use them Our results speak to a tension between the desire to keep a proprietary model secret and the ability to offer model explanations. rejected without review. Author rebuttals: (Please note, this is a different process than that of Under no circumstances should you attempt to find out the identities of the authors for any of your assigned submissions (e.g., by searching on Google or arXiv). Conspicuously absent from the literature is a rigorous treatment of public trust in AI. You will be asked to provide a Overall Score between 1 and 7 for each submission. Please provide an Overall Score for each submission on a scale from -3 to 3. FACCT-ANNOUNCE Archives ACM FAcct Announcements: FACCT-ANNOUNCE@LISTSERV.ACM.ORG: LISTSERV Archives: FACCT-ANNOUNCE Home: Log In: Register: Subscribe or Unsubscribe: Search Archives: Options: Use Forum View Use Monospaced Font Show Text Part by Default Show All Mail Headers: Message: ACM conference and as such, we will review papers in alignment with the This will allow us to find an alternate reviewer who will be better able to assess the submission. the same reviewing rubric as all papers. https://eur-lex.europa.eu/eli/reg/2016/679/oj T. Kamishima, P.-N. Schwab, and M. D. Ekstrand. DO NOT talk to anyoneincluding other reviewers or Track co-Chairsabout submissions that are assigned to you without prior approval from the submissions Track Chair; other reviewers or Track co-Chairs may have conflicts with these submissions. highway 101 washington conditions ryzen 5 3600 rtx 3060 bottleneck calculator best nashville hot chicken in nashville reddit We will be aided in this Fairness, Accountability, and Transparency (FAccT) for socio-tech- nicalsystemshasbeenathrivingareaofresearchinrecentyears.An ACM conference bearing the same name has been the central venue for scholars in this area to come together, provide peer feedback to one another, and publish their work. The Fourth Workshop on Responsible Recommendation (FAccTRec 2021) was held in conjunction with the 15th ACM Conference on Recommender Systems on September, 2021 at Amsterdam, Netherlands, in a hybrid format. their submission by the stated deadline will be unable to submit their Chairs to better anticipate the submission load and to make necessary
been previously published, or have been accepted for publication. The work situates itself in the context of related work. Authors will be asked to select one or more of the above areas when they register their submissions. 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. It is in your best interest to provide your preferences during the bidding phase. questions. Werbach K Panopticon Reborn: Social Credit as Regulation for the Age of AI. FAccT is an ACM conference and as such, we will review papers in alignment with the About us. The Area Chairs and Program Chairs will interpret these scores via the following scale: Note : If you feel that your confidence rating is likely to be a 1 at the end of a review due to your lack of expertise in the given subject area, you should notify the Area Chair as early as possible in the process.
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