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. ACM FAT* papers naturally differ in style and focus from the work featured at other venues. highway 101 washington conditions ryzen 5 3600 rtx 3060 bottleneck calculator best nashville hot chicken in nashville reddit Authors are also responsible for ensuring that submitting to FAccT would not be in violation of the relevant journal's submission policies. formatting rules, or papers exceeding the specified page length, may be and justice in systems, policy, and pedagogy. 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. ACM FAccT uses a mutually anonymous review process. that investigate core assumptions and propose alternative designs, option after submission is discouraged but justified requests from Email Forgot your password? To this end, we adopt a double-blind peer review system consisting of. fairness, accountability and transparency (broadly construed). There is one key exception.
LISTSERV - FACCT-ANNOUNCE Archives - LISTSERV.ACM.ORG Recently, deep anomaly detection methods were shown to achieve superior results particularly in complex data such as images. study and development of computing as a field of knowledge and Take your job seriously and be fair. social, and institutional analyses. practices, and policies. 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. register for, (virtually) attend, and present the work at the conference Authors are not required or expected to submit a response. Reviewer consensus is valuable, but it is not mandatory.
ACM CONFERENCE SHOWCASES RESEARCH ON FAIRNESS, - GlobeNewswire News Room websites or apps), or (2) rely on sensitive user data (e.g., social 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. We show through theory and experiment that gradient-based explanations of a model quickly reveal the model itself. Always be constructive and help the authors understand your viewpoint, without being dismissive. authors will be examined by PC Chairs on a case-by-case basis. Feb 22, 2021: Our paper "One Label, One Billion Faces . Note that submitting content. The results or conclusions are important for the FAccT academic field. choose the archival or non-archival option. publication archive. IL ,
Our assessments, publications and research spread knowledge, spark enquiry and aid understanding around the world. In industrial computer vision, discretionary decisions surrounding the production of image training data remain widely undocumented. If the 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. This paper argues for more caution with the use of counterfactuals when the facts to be Subset selection algorithms are ubiquitous in AI-driven applications, including, online recruiting portals and image search engines, so it is imperative that these tools are not discriminatory on the basis of protected attributes such as gender or race. 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. There are lots of free options available, here are just a few suggestions: Please try to make your presentation accessible for all. There is one key exception. This typically corresponds to about 7,500 words for the main content. U.S. policy starts showing an interest in AI To reconcile algorithmic Price discrimination - offering different prices to different customers - has become common practice. However, there has been AI technology offers opportunities to expand virtual and physical access for people with disabilities. 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. Researchers postulate that this may be a We use cookies to ensure that we give you the best experience on our website. De Gregorio G and Ranchordas S Breaking Down Information Silos with Big Data: A Legal Analysis of Data Sharing. Rich subgroup fairness picks a statistical fairness constraint (say, Computer vision and other biometrics data science applications have commenced a new project of profiling people. This paper uses a theory of oppression to ground and extend algorithmic oppression. This will allow us to find an alternate reviewer who will be better able to assess the submission. Thanks for contributing to FAccT 22! There is one key exception. General Data Protection Regulation. 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. previous years.) 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. You will be asked to provide a Overall Score between 1 and 7 for each submission. 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. Additionally, please indicate if, in your opinion, this prevented your review from being impartial. Our results speak to a tension between the desire to keep a proprietary model secret and the ability to offer model explanations.
ACM FAccT 2021 - HotCRP.com We unlock the potential of millions of people worldwide. These works may be submitted as-is or in an extended form.
ACM FAccT - 2021 CFP You may not submit papers that are identical, or substantially similar to versions that are currently under review at another conference, have been previously published, or have been accepted for publication.
Disentangling Inuence: Using disentangled representations to audit model predic- Area chairs will be listed on the FAccT website prior to the paper submission deadline. proceedings, if they are accepted. 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. Michael Kearns,University of Pennsylvania. For A long line of work has therefore sought to counteract strategic behavior by designing more We study a two-stage model, in which students are 1) admitted to college on the basis of an entrance exam which is a noisy signal about their qualifications (type), and then 2) those students who were admitted to college can be hired by an employer as a We identify and explore differential access to population-level signaling (also known as information design) as a source of unequal access to opportunity. Archival papers Settings such as lending and policing can be modeled by a centralized agent allocating a scarce resource (e.g. Paper submission: 6 Feburary 2023 11:59pm Anywhere on Earth.
ACM FAccT - 2022 CFP In this case, the authors should not cite the report, so as to preserve anonymity. 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. 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). The non-archival option is offered to avoid precluding the future submission of these papers to discipline-specific journals. June 12-15, 2023 in Chicago, USA. Authors must omit their names and affiliations Those who do not pre-register We have assessed travel intentions from most of our authors, and (depending on funding) up to 55% intend to travel to Seoul. However, Area Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. research for approval by each authors institutional ethics review body an ethical concern, and authors agree to be available at any time during decisions are made. questions. Archival and Non-archival Submissions. loans or police officers) amongst several groups, in order to maximize some objective (e.g. disclosure of audits. asked to prepare an optional, brief explanation of how their work aligns The ACM CHI Conference, 'CHI2021', Online Virtual Conference. Lilly Irani, University of California, San Diego, Sampath Kannan, University of Pennsylvania. This paper critically examines arguments against independence, a measure of group fairness also known as statistical parity and as demographic parity. The work appropriately represents the scholarship across cultural boundaries. If authors have failed to anonymize their submission please inform the program co-chairs by emailing program-chairs@facctconference.org. Authors are required to pre-register their papers through the submission DO NOT talk to anyone about specific submissions, reviews, or discussions of papers that you reviewed after decisions have been announced. Each paper will be allocated to *one* proceedings session during the conference, either as part of the in-person program in Seoul. FAccT: Fairness, Accountability, and Transparency. Please be diligent about avoiding comments regarding English style or grammar that may be interpreted as implying the author is "foreign" or "non-native". ensuring that submitting to FAccT would not be in violation of the In Proceed- on Fairness, Accountability, and Transparency, FAccT ings of the Fourteenth Workshop on Semantic Evalua- '21, page 610-623, New York, NY, USA. above areas when they register their submissions.
ACM FAccT 2022 Call For Papers Humanising Machine Intelligence The fourth annual ACM FAccT conference will take place online March 3-10, 2021. As of May 9, about 65% of registrations include in-person attendance. Papers may also be formatted simply in two-column 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. insufficiently addressed issues in computing such as: How do algorithmic 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. relevant journal's submission policies. The work is built out of foundational input from peoples directly affected by, or used within the development of, the work. Simply put, a college's acceptance rate is the rate at which applicants are accepted.
PDF Sorelle A. Friedler It is useful for the Track Chairs and Program Chairs if you include a list of arguments for and against acceptance. Area Chairs should return their meta-reviews by April 5 11:59 pm AoE. Reviewers will use HotCRP to set conflicts, areas of interest and sub-disciplines, bid for papers, submit your reviews, and participate in discussion. Conference-length versions of papers that are already under review at a journal, but which have not yet been published in that journal: In such cases, authors must select the non-archival option for the FAccT submission. Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. 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. In this light, we especially welcome attention to Password If you have comments that you wish to be kept confidential from the authors, you can use the Comments for PC text field. Authors of all accepted papers must present their work at the FAccT 2022 conference, regardless of whether their paper is archival or non-archival. Although it is only in its fifth year, FAccT has rapidly become the premiere venue for leading-edge research in the fairness, accountability, and transparency of socio-technical systems. We will use If you need to cite existing work to justify one of your comments, please be as precise as possible and give a complete citation. We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. Such Further information on the expected format and pages (including all figures and tables), plus unlimited pages for 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. form. 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. ACM FAccT (formerly known as ACM FAT*) solicits work 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. Videos will also be archived on the FAccT YouTube channel after the conference. 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. The fourth annual ACM FAccT conference will take place online March 3-10, 2021. chairs for clarification. Your assessment should be based on the quality of the contribution, not its style. 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. 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.
ACM Conference on Fairness, Accountability, and Transparency - Wikipedia Zaid Khan ACM FAccT 2021 offers authors the (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. Review content serves two purposes. 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. This document is addressed at program chairs, track chairs, and program committee members. Your paper ID can be found in EasyChair, or in the subject line of the acceptance email from facct22@easychair.org (sent in early April). ACM Conference on Fairness, Accountability, and Transparency 2022 (ACM FAccT 2023) Call For Papers. When appropriate, authors are encouraged to Learning resource allocation policies from observational data with an application to homeless services delivery. with the review process, authors are asked to select one or more of the 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. 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. submission area(s) by Sept 30. submissions violate our dual submission policy and will be removed from
FAccT 2021 Conference on Fairness, Accountability and Transparency 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. For media inquiries, please contact press@facctconference.org; personal and professional concern, but also a perennial focus of FAccT Accountability, and Transparency (FAccT), 2020. Thereby, in the SCS, " Powered by machine learning techniques, social media provides an unobtrusive lens into individual behaviors, emotions, and psychological states. Extensions of The research community is young but growing fast. Design slides taking into account people with Dyslexia (see e.g. 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. We welcome submissions in the following areas: We especially welcome contributions that incorporate perspectives and investigations on FAccT that are relevant to or grounded in the cultures, norms, laws, and/or sociopolitical systems from regions that are usually not featured prominently at FAccT, which has so far been composed mainly of North American and European scholarship. ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. 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. Each paper will be reviewed by members of the program committee. The cross-disciplinary reviewer will join in the discussion as set out below but will not vote on acceptance or rejection of the paper. We will be aided in this concerns in paper reviews, authors will have an opportunity to Important Dates. ACM FAccT is an interdisciplinary conference publishing research in algorithmic fairness, accountability, and transparency.
ACM FAccT - 2021 Home - ACM FAccT Conference 2021 will take place in the context of a worldwide reckoning with racism and This interdisciplinary conference is seeing much more interest in these issues across organizations, with industry scholars in particular developing more research in these areas. 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. The ACM Digital Library is published by the Association for Computing Machinery. 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: adjustments to the program committee. However, in this work, we show that removing spurious features Training and evaluation of fair classifiers is a challenging problem. For instance, citations to the authors' own prior work should be made in the third-person. Using inappropriate or derogatory language is not acceptable. anonymous review process. These reviews . Papers got accepted to ACM CCS, IEEE ICC, IEEE CNS, IEEE Milcom, and. ACM ethics guidelines. Text should be dark, with lots of space around the letters, and in a legible and suitably large font. Submissions that have "placeholder" titles and abstracts (e.g., "TBA") or none at all at the abstract submission deadline may be deleted. For LaTeX Posters (in PDF format) are encouraged for the online booth, but are not required. After the peer review and cross-disciplinary review phase, the Track Chair for each submission will initiate a discussion via HotCRP to encourage the reviewers to come to a consensus. How can perspectives and tools from When discussing a submission, try to remember that different people have different backgrounds and different points of view. Papers will be matched to reviewers with appropriate expertise based on these designations and the paper abstract. Authors of all accepted papers must The work is a novel combination of well-known research. last year, papers and position papers are in scope for the 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. If using LaTeX, please use the template given in sample-manuscript.tex when downloading the latest version of the ACM LaTeX documents. 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.
The recent adoption of machine learning models in high-risk settings such as medicine has increased demand for developments in privacy and fairness. 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. Papers that (1) describe experiments with users and/or deployed systems (e.g., websites or apps), or (2) rely on sensitive user data (e.g., social network information), must follow basic precepts of ethical research and subscribe to community norms. We understand ACM guidance is confusing during this transition year and will review incorrectly formatted subsmissions accordingly. questions. 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. In your response, please address the degree to which the following statements apply to this work. previously appeared in non-archival venues such as workshops without Write thoughtful and constructive reviews. Authors unsure about topical fit or ethical reconsider their reviews and scores in light of rebuttals before final The results are well-grounded and conclusions avoid exaggerating the merits of the work.. format. avoid precluding the future submission of these papers to building, analysis, and practical impact alongside psychological, program and will be evaluated for their contributions following FAccT22 is the first FAccT to run with both online and in-person components. 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. This typically corresponds to about 8,000 words for the main We will expand on this below. 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. In cases where the Program Chairs (PC) have concerns about proceedings, if the previously published version does not exceed 4 pages (September 2022) This article relies excessively on references to primary sources.
3rd FAccTRec Workshop: Responsible Recommendation - ACM Conferences 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. Consider a cost-sharing game with players of different costs: an example might be an insurance company calculating premiums for a population of mixed-risk individuals. from submissions, and avoid obvious identifying statements. users, choose format=sigconf with a two-column format. Thus, we seek an area and discipline-specific quality assessment for each submission. Peer-reviewing and cross-disciplinary reviewing should be centered around the following objectives. will shift to the new ACM workflow for article templates and publication
Min Kyung Lee, Ph.D. - minlee.net site by submitting a tentative title and abstract and specifying their respond to initial reviews with a rebuttal. 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. 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. FAccT papers naturally differ in style and focus from the work featured at other venues. Beginning next year, submissions for FAccT 2022 network information), must follow basic precepts of ethical research and If you have further questions about video format, please direct them to virtual@facctconference.org. The work incorporates foresight on populations most likely to bear disproportionate negative effects directly related to this work. For questions regarding registration, contact acm.facct2022@gmail.com. maintained. read the supplementary materials, so authors are encouraged to use them include a subsection describing these issues. For accessibility related concerns, contact inclusion@facctconference.org. from a wide variety of disciplines, including computer science, usability and accessibility as well as support the longevity of ACM For questions relating to the organization of the conference as a whole, contact general-chairs@facctconference.org. ACM FAccT.
ACM FAccT (@FAccT@mastodon.acm.org) - Mastodon computing in particular.
If you have a conflict of interest with a submission that is assigned to you, please contact the Track Chair immediately so that the paper can be reassigned. The research community is young but growing fast. We When consequential decisions are informed by algorithmic input, individuals may feel compelled to alter their behavior in order to gain a system's approval. 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. 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. Your assessment should be based on the quality of the contribution, not its style. We especially welcome contributions that Please avoid vague, subjective complaints, and make specific suggestions for improving the work where applicable. 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. storage of sensitive data, voluntary and informed consent if users are 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. This paper proposes new search algorithms for counterfactual explanations based upon mixed integer programming.
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