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. 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. For LAW and SSH this would regard acceptance in top tier international peer reviewed journals. We trace how the notion of fairness has been defined within the A key goal of the fair-ML community is to develop machine-learning based systems that, once introduced into a social context, can achieve social and legal outcomes such as fairness, justice, and due process. Contrastive Learning with Complex Heterogeneity. 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. chairs for clarification. 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: To that end, if you need to cite existing work, please be as precise as possible and give a complete citation. 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: 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. 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. 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. 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. 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. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision. Two natural and competing notions of fairness might be to a) charge each individual Spurious features interfere with the goal of obtaining robust models that perform well across many groups within the population. Ask yourself, Do the other reviewers' comments make sense?" We particularly seek to evaluate technical solutions with respect to existing problems, reflecting upon their benefits and risks; to address pivotal questions about economic incentive structures, perverse implications, distribution of power, and redistribution of welfare; and to ground research on fairness, accountability, and transparency in existing legal requirements. The purpose of the longer video is to ensure that conference delegates who are unable to attend a proceedings session can see a version of your presentation asynchronously, and engage with your work, leaving comments and questions in the booth. Contact the Program Co-chairs: program-chairs@facctconference.org. What Do Acceptance Rates Really Mean? | CollegeVine Blog 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. scholarship. Contact the Program Co-chairs: program-chairs@facctconference.org. Design slides taking into account people with Dyslexia (see e.g. Authors are not required or expected to submit a response. 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 . June 12-15, 2023 in Chicago, USA. LISTSERV - FACCT-ANNOUNCE Archives - LISTSERV.ACM.ORG Bidding. opens. Such Machine Learning Blog | ML@CMU | Carnegie Mellon University We 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. ACM conference and as such, we will review papers in alignment with the And stay tuned for updates by following @facctconference. Note that submitting For media inquiries, please contact press@facctconference.org; Opportunities such as higher education can promote intergenerational mobility, leading individuals to achieve levels of socioeconomic status above that of their parents. and justice in systems, policy, and pedagogy. These workflow and formatting changes will improve As a multi-disciplinary peer-reviewed It is in your best interest to provide your preferences during the bidding phase. judiciously. Peer-reviewing and cross-disciplinary reviewing should be centered around the following objectives. 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. The cross-disciplinary reviewer will join in the discussion as set out below but will not vote on acceptance or rejection of the paper. deleted. To receive news about ACM FAccT, follow @facctconference on This paper critically examines arguments against independence, a measure of group fairness also known as statistical parity and as demographic parity. 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. guidelines in shaping study design, analysis, and dissemination. ACM FAccT 2021 offers authors the You will be asked to provide an Overall Score and a Confidence Score (see below for details) for each submission. The Overall Score for each submission should reflect your assessment of the submissions contributions. 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. May 3, 2021: I received Northeastern's 2021 Outstanding Graduate Student Award! 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. 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. ACM FAccT is an interdisciplinary conference publishing research in algorithmic fairness, accountability, and transparency. (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. Password will appear in the published proceedings of the conference, if they are For fields that typically publish in journals, submissions should be of the quality that would warrant a journal submission, though may be shorter due to different page constraints. 2018. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). We unlock the potential of millions of people worldwide. Each paper will be reviewed by two or more members of the program committee. Submissions that do not comply with this policy will be Authors will be able to make changes to their titles and abstracts up until the full paper submission deadline, however the preliminary title and abstract should be representative of the submitted work. Reviewer consensus is valuable, but it is not mandatory. faced in their work. That said, if you think the other reviewers are not correct, you are not required to change your mind. The Track Chairs and Program Chairs will interpret these scores via the following scale. (Acceptance rate: 16%) 11. Copyright 2023 ACM, Inc. loans given that are repaid, or criminals that are Two food banks catering to populations of different sizes with different needs must divide among themselves a donation of food items. This section can be used to provide additional This document is addressed at program chairs, track chairs, and program committee members. authors will be examined by PC Chairs on a case-by-case basis. Please note that in contrast to technical soundness. After all, risk Kearns, Neel, Roth, and Wu [ICML 2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Abstract submission: 30 January 2023 11:59pm Anywhere on Earth. As of May 9, about 65% of registrations include in-person attendance. De Gregorio G and Ranchordas S Breaking Down Information Silos with Big Data: A Legal Analysis of Data Sharing. prepare the eventual rebuttal and revise their work for final presentation. Papers Those who do not pre-register their submission by the stated deadline will be unable to submit their paper to ACM FAccT. with the review process, authors are asked to select one or more of the Please provide an Overall Score for each submission on a scale from -3 to 3. 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. 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. FAccT welcomes submissions that touch on any of the topics of format, with one inch margins, 9 point Times New Roman font. ACM FAccT adjustments to the program committee. 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. work. Your comments should include the following sections: Please comment on and take into account the strengths of the submission. Acm ccs 2022 accepted papers - geebt.silvestervenedig.de Instead, please use a neutral formulation such as "Please have your submission proof-read for English style and grammar issues.". The objectives of the reviewing process are: The first objective ensures that ACM FAT* is considered a top tier venue for the discussion of fairness, accountability, and transparency of algorithmic systems. 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. disclosure of audits. Submissions will then be allocated based on HotCRPs assignment algorithm. Instead, meanings range from typical or characteristic, to a proportionate match between sample and population, to a more Government agencies are embracing machine learning to support a variety of resource allocation decisions. Authors are encouraged to reflect on these computing in particular. ACM Digital Library. conference, ACM FAccT requires a broad as well as deep set of expertise 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. The third annual ACM FAT* Conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. journal: In such cases, we require authors to select the non-archival ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. 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. accepted. Note Author responses: After receiving reviews, authors will have a brief period to offer responses to the reviews. 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. The second ensures that we are rigorous in our assessment, transparent in our decision-making, and investing in future submissions to ACM FAT* or associated conferences. For instance, citations to the authors' own prior work should be made in the third-person. Submitted papers must be 8-10 ACM FAccT uses a mutually And stay tuned for updates by following @facctconference on Twitter or joining the FACCT-ANNOUNCE listserv. If you accidentally find out the identities of the authors, please do not divulge the identities to anyone, but do tell your Track Chair that this has happened and make a note of this in the Confidential Comments to Track Chairs and PC Chairs text field. 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. 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 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. Authors are not required or expected to submit a response. We welcome contributions that consider dimensions beyond individual decisions, including equity and justice in systems, policy, and human rights. include a subsection describing these issues. Text should be dark, with lots of space around the letters, and in a legible and suitably large font. Always be constructive and help the authors understand your viewpoint, without being dismissive or using inappropriate language. Some Stats about CHI 2021 Papers | CHI 2021 In your response, please address the degree to which the following statements apply to this work. Though familiar at first blush, it lacks a single precise meaning. Engage actively in the discussion phase for each of the submissions that you are assigned, even if you are not specifically prompted to do so by the corresponding track chair. program and will be evaluated for their contributions following ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . ACM FAccT (@FAccT@mastodon.acm.org) - Mastodon If authors have failed to anonymize their submission please inform the program co-chairs by emailing program-chairs@facctconference.org. ACM Conference on Fairness, Accountability, and Transparency 2022 (ACM FAccT 2023) Call For Papers. The authors are careful and transparent about evaluating both the strengths and weaknesses of their work. instance, citations to the authors' own prior work should be made in the 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. third-person. For example, if College A has 100,000 applicants and accepts 5,000 students, their acceptance rate is 5%. We will expand on this below. fairness, accountability and transparency (broadly construed). 9%! The latest data we have shows there are 11,240 reviews in the system. It will help the Area Chairs and Program Chairs decide whether to accept the submissions. Welcome to the 2021 ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT 2021) submissions site. CFP - easychair.org For authors, it provides transparency into our decisions and, as such, guidance for revising their work for rebuttal and for their final presentation. Although these systems may bring myriad benefits, they also contain inherent risks, such as codifying and entrenching biases; reducing accountability, and hindering due process; they also increase the information asymmetry between individuals whose data feed into these systems and big players capable of inferring potentially relevant information. all submissions will have the same page length requirements and will be 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. If using LaTeX, please use the template given in sample-manuscript.tex when downloading the latest version of the ACM LaTeX documents. . papers will be reviewed by experts on the topic, from disciplines as A natural remedy is to remove such features from the model. 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. Please describe and consider the strengths of the submission. Trusted AI literature to date has focused on the trust needs of users who knowingly interact with discrete AIs. Try not be that reviewer! ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). FAccT 2023 : ACM Conference on Fairness, Accountability, and 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. How should the paper is accepted, authors will have to reformat their paper in the ACM This paper uses a theory of oppression to ground and extend algorithmic oppression. Please provide an Overall Score for each submission. Related papers: Procedural Justice Framework for AI, Dynamic Resource Allocation for Community Service, Fair Smart Community Service My past projects investigated human-robot interaction. field address the problems and opportunities of intersectional Your assessment should be based on the quality of the contribution, not its style. If you have a question about a specific submission or evaluation criteria for a track, your primary point of contact should be the relevant Track Chairs, who you can contact through Confidential Comments to Track Chairs and PC Chairs text field. 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. Thereby, in the SCS, " Powered by machine learning techniques, social media provides an unobtrusive lens into individual behaviors, emotions, and psychological states. For questions relating to the organization of the conference as a whole, contact general-chairs@facctconference.org. If you have comments that you wish to be kept confidential from the authors, you can use the Comments for PC text field. The State of AI in 9 Charts - Stanford HAI while minimizing harm to the individual), risk mitigation, and post-hoc maintained. Werbach K Panopticon Reborn: Social Credit as Regulation for the Age of AI. practice at the intersection of many disciplines. Anomaly detection aims to find instances that are considered unusual and is a fundamental problem of data science. 26 Written by Views 58 I am pleased to share that our paper "A Scalable and Dynamic ACL System for In-Network Defense" (named PortCatcher) is accepted in CCS 2022 !. Reviewers will be invited to The submission is clearly written and well organized. Archival papers FAccT papers naturally differ in style and focus from the work featured at other venues. Recent research taking issue with such opacity has proposed standardized processes for dataset documentation. and abstracts up until the full paper submission deadline, however the Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. These works may be submitted as-is or in an extended form. 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. Archival vs. Non-archival Submissions ACM FAccT 2023 offers authors the choice of archival and non-archival paper submissions: For announcements, follow @facctconference on Twitter and join our mailing list facct-announce. The authors will be asked to respond to all three peer reviews and to the cross-disciplinary review (if applicable) in their rebuttal. ACM FAccT maintains confidentiality of submitted material. Further information on the expected format and For general conference information, see https://facctconference.org/2021/. Optionally, authors can upload supplementary materials (e.g., Coordinating with other reviewers and track chairs by, completing peer reviews/cross-reviews in a timely manner, and. 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. Papers got accepted to ACM CCS, IEEE ICC, IEEE CNS, IEEE Milcom, and. He was elected an ACM Fellow in 2019. Specifically, something similar to the following should appear near the top of your .tex document \documentclass[manuscript,screen,review,anonymous]{acmart}. 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. Acm ccs 2022 accepted papers - emf.pallaalbalzo.it 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. We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. respond to initial reviews with a rebuttal. Ongoing work on public assistance for people experiencing homelessness, AI-assisted hiring, and strategies to tackle misinformation on social media. A huge amount of effort goes into reviews. We will be aided in this Submissions that have placeholder titles and abstracts (e.g., Authors are encouraged to reflect on these guidelines in shaping study design, analysis, and dissemination. ACM Prezi guidelines for accessible presentations, Microsoft guidelines on making Powerpoint slides accessible. Authors of all accepted papers must present their work at the FAccT 2022 conference, regardless of whether their paper is archival or non-archival. insufficiently addressed issues in computing such as: How do algorithmic Our research community is multidisciplinary in its make-up and orientation. Consequential decision-making typically incentivizes individuals to behave strategically, tailoring their behavior to the specifics of the decision rule. 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. FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency June 27 - 30, 2023 Chicago , IL , USA Authors are also responsible for ensuring that submitting to FAccT would not be in violation of the relevant journal's submission policies. Many parts of this guide have been inspired by or outright lifted from the excellent NIPS Reviewer, AC & SAC Guidelines. ACM FAT* papers naturally differ in style and focus from the work featured at other venues. He. ACM CONFERENCE SHOWCASES RESEARCH ON FAIRNESS, - GlobeNewswire News Room Non-archival papers will only appear as abstracts in the We develop a dynamic model for allocating such opportunities in a society that We propose a multi-armed bandit setting where each arm corresponds to a subpopulation, and pulling an arm is equivalent to granting an opportunity to this subpopulation. 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. FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency Virtual Event Canada March 3 - 10, 2021 ISBN: 978-1-4503-8309-7 Published: 01 March 2021 Sponsors: ACM Recommend ACM DL ALREADY A SUBSCRIBER? anonymous review process. Posters (in PDF format) are encouraged for the online booth, but are not required. The work incorporates foresight on populations most likely to bear disproportionate negative effects directly related to this work. Using inappropriate or derogatory language is not acceptable. What kinds of marginalization are relevant to 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.
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