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. for other questions/comments, hello@facctconference.org. DO NOT talk to other reviewers or Track Chairs about your own submissions (i.e., submissions you are an author on) or submissions with which you have a conflict. Acm ccs 2022 accepted papers - geebt.silvestervenedig.de What kinds of marginalization are relevant to appendices) with their submission, but reviewers will not be required to To that end, if you need to cite existing work, please be as precise as possible and give a complete citation. FAccT welcomes submissions that touch on any of the topics of We understand ACM guidance is confusing during this transition year and will review incorrectly formatted subsmissions accordingly. . welcome scholarship in dialogue with fairness, accountability, and 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. Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. We show through theory and experiment that gradient-based explanations of a model quickly reveal the model itself. 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. 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. Email Forgot your password? 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-person presentations must be live. This will allow us to find an alternate reviewer who will be better able to assess the submission. You may Such submissions violate our dual submission policy and will be removed from submission. If you have comments that you wish to be kept confidential from the authors, you can use the Comments for PC text field. soundness and justification of the submission, just as it does its Keep in mind that reviewers are not obligated to read the appendix or supplementary materials. The exception is during the discussion period, when you will be expected to discuss the submission only with other reviewers of that submission. ACM FAccT (@FAccT@mastodon.acm.org) - Mastodon Ask yourself, Do the other reviewers' comments make sense?" 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. references . 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. (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. FAT* '19: Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* '19: Conference on Fairness, Accountability, and Transparency, Chicago , The research community is young but growing fast. The previous two conferences had acceptance rates of 25% and attracted attendees from across academia, industry and public policy. Furthermore, reviewers will subscribe to community norms. 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 . Please provide an Overall Score for each submission. It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! Machine Learning Blog | ML@CMU | Carnegie Mellon University submissions violate our dual submission policy and will be removed from 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. Contrastive Learning with Complex Heterogeneity. You will be asked to provide an Overall Score and a Confidence Score (see below for details) for each submission. paper to ACM FAccT. On submission, authors may be ACM Digital Library. Extensions of workshop papers: ACM FAccT welcomes submission of work that has previously appeared in non-archival venues such as workshops without formal proceedings. U.S. policy starts showing an interest in AI In this setting the decision-maker's fairness policy governs the number of With rapid progress in artificial intelligence (AI), popularity of generative art has grown substantially. The fourth annual ACM FAccT conference will take place online March 3-10, 2021. In such applications, individuals should have the ability to change the decision of the model. https://eur-lex.europa.eu/eli/reg/2016/679/oj T. Kamishima, P.-N. Schwab, and M. D. Ekstrand. ACM FAccT uses a mutually Once the peer-reviews are in, the Track Chair decides on whether or not the paper will receive a cross-disciplinary review based on its initial peer review score. asked to prepare an optional, brief explanation of how their work aligns 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. option for the FAccT submission. from a wide variety of disciplines, including computer science, Try not be that reviewer! ACM FAccT uses a mutually anonymous review process. and do consider changing your mind in light of their comments, if appropriate. This is partly due to the fact that most fairness metrics of interest depend on both the sensitive attribute information and label information of the data points. choice of archival and non-archival paper submissions: The non-archival option is offered to FAccT: Fairness, Accountability, and Transparency. Non-archival papers will only appear as abstracts in the Aida Rahmattalabi, Phebe Vayanos, Kathryn Dullerud, and Eric Rice. 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. will shift to the new ACM workflow for article templates and publication concerns in paper reviews, authors will have an opportunity to Thus, we seek an area and discipline-specific quality assessment for each submission. To aid ACM Conference on Fairness, Accountability, and Transparency 2022 (ACM FAccT 2023) Call For Papers. Papers that are neither in ACM format nor follow the simplified Accountability, and Transparency (FAccT), 2020. papers will be released prior to the conference. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . which area your submission fits under, feel free to contact the Program with the ACM ethics guidelines and what, if any, ethical challenges they This paper proposes new search algorithms for counterfactual explanations based upon mixed integer programming. in order for the paper to appear in the conference proceedings in the In cases where the Program Chairs (PC) have concerns about Peer-reviewing and cross-disciplinary reviewing should be centered around the following objectives. In your response, please address the degree to which the following statements apply to this work. Conspicuously absent from the literature is a rigorous treatment of public trust in AI. Google Scholar Cross Ref; Be professional and listen to the other reviewers, but do not give in to undue influence. ACM ethics guidelines. personal and professional concern, but also a perennial focus of FAccT compare the submission to other submissions. For instance, citations to the authors' own prior work should be made in the third-person. avoid influencing their evaluations. Opportunities such as higher education can promote intergenerational mobility, leading individuals to achieve levels of socioeconomic status above that of their parents. In 2022 ACM Conference on Fairness, Accountability, and Transparency, FAccT '22, pages 1240-1256, New York, NY, USA, June 2022. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. Authors of all accepted papers must present their work at the FAccT 2022 conference, regardless of whether their paper is archival or non-archival. 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. Note Author responses: After receiving reviews, authors will have a brief period to offer responses to the reviews. For LaTeX ACM FAccT FAccT 2021 Early Bird Registration, call for ACM FAccT Doctoral Consortium (DC). 9%! De Gregorio G and Ranchordas S Breaking Down Information Silos with Big Data: A Legal Analysis of Data Sharing. Take your job seriously and be fair. under review at a journal, but which have not yet been published in that respond to initial reviews with a rebuttal. loans or police officers) amongst several groups, in order to maximize some objective (e.g. in length. If you need to cite existing work to justify one of your comments, please be as precise as possible and give a complete citation. relevant journal's submission policies. 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. When discussing a submission, try to remember that different people have different backgrounds and different points of view. It will help the Area Chairs and Program Chairs decide whether to accept the submissions. 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. network information), must follow basic precepts of ethical research and program and will be evaluated for their contributions following If so, one cross-disciplinary reviewer will be asked to review in a 14 working day time-frame as set out above. 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. For The University of California suspended through 2024 the requirement that applicants from California submit SAT scores, upending the major role standardized testing has played in college admissions. Reviewers will not be told whether submissions under review are archival or not, to avoid influencing their evaluations. We welcome contributions that consider dimensions beyond individual decisions, including equity and justice in systems, policy, and human rights. Ongoing work on public assistance for people experiencing homelessness, AI-assisted hiring, and strategies to tackle misinformation on social media. FACCT - ACM Conferences Q&A will be live in both cases. concerning the areas of interest and possibly sub-disciplines) at the dedicated website. Our assessments, publications and research spread knowledge, spark enquiry and aid understanding around the world. FACCT Conference - Home - ACM Digital Library Our event management team will then upload them to YouTube, and the Hopin platform. accepted. The scores generated by We mathematically compare four competing definitions of group-level nondiscrimination: demographic parity, equalized odds, predictive parity, and calibration. avoid precluding the future submission of these papers to The Track Chairs and Program Chairs will interpret these scores via the following scale. Those who do not pre-register their paper is archival or non-archival. 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. 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. ACM FAccT maintains confidentiality of submitted material. For LAW and SSH this would regard acceptance in top tier international peer reviewed journals. versions that are currently under review at another conference, have The Overall Score for each submission should reflect your assessment of the submissions contributions. ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. 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. HotCRP.com signin Sign in using your HotCRP.com account. Authors are required to pre-register their papers through the submission Contact the Program Co-chairs: program-chairs@facctconference.org. Your comments should be detailed, specific, and polite. Conference site 82 papers accepted out of 330 submitted. 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. Stability against changes in data distribution is an important mandate for responsible deployment of models. FAccTRec 2021: The 4th Workshop on Responsible Recommendation - dl.acm.org 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. Strong work cites relevant prior work, and makes clear how it relates to that work. KDD 2022 (acceptance rate: 14.99%) L. Zheng, J. Xiong, Y. Zhu, and J. publication archive. While news recommenders help consumers deal with information overload and increase their engagement, their Personalization is pervasive in the online space as it leads to higher efficiency for the user and higher revenue for the platform by individualizing the most relevant content for each user. Archival and Non-archival Submissions. 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). 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: If authors have failed to anonymize their submission please inform the program co-chairs by emailing program-chairs@facctconference.org. https://facctconference.org/ GDPR 2016. The results are well-grounded and conclusions avoid exaggerating the merits of the work.. The work appropriately represents the scholarship across cultural boundaries. 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. With great power comes great responsibility! To this end, Many parts of this guide have been inspired by or outright lifted from the excellent NIPS Reviewer, AC & SAC Guidelines. learnings from this optional experiment to guide FAccT conference work ACM FAccT - 2022 CFP 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. 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 claims/arguments are explored in sufficient depth. In Proceed- on Fairness, Accountability, and Transparency, FAccT ings of the Fourteenth Workshop on Semantic Evalua- '21, page 610-623, New York, NY, USA. submission. 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. This paper critically examines arguments against independence, a measure of group fairness also known as statistical parity and as demographic parity. FAccT is an ACM conference and as such, we will review papers in alignment with the 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. About us. practices, and policies. This typically corresponds to about 7,500 words for the main content. Area chairs will oversee the reviewing process. Reviewer consensus is valuable, but it is not mandatory. above areas when they register their submissions. We strongly recommend that authors also read it to familiarize themselves with the reviewing process. and abstracts up until the full paper submission deadline, however the Each paper will be reviewed by two or more members of the program committee. ACM option after submission is discouraged but justified requests from 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. To receive news about ACM FAccT, follow @facctconference on And stay tuned for updates by following @facctconference. Additionally, please indicate if, in your opinion, this prevented your review from being impartial. 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 Track Chair as early as possible in the process. This means that you provide your preferences (a.o.
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