Please describe and consider the strengths of the submission. technical soundness. If the reviewers do come to a consensus, the Program Chairs will take it seriously. Non-archival papers will only appear as abstracts in the The authors are careful and transparent about evaluating both the strengths and weaknesses of their work. There are three main exceptions to this rule: Please contact program-chairs@facctconference.org for any FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency Fairness, Equality, and Power in Algorithmic Decision-Making. Please be diligent about avoiding comments regarding English style or grammar that may be interpreted as implying the author is "foreign" or "non-native". Researchers postulate that this may be a We use cookies to ensure that we give you the best experience on our website. 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. Questions? Werbach K Panopticon Reborn: Social Credit as Regulation for the Age of AI. From creating paintings to generating novel art styles, AI based generative art has showcased a variety of applications. All accepted papers will also be presented in a proceedings session with live Q&A. They should be respected and taken into account, but their comments should not be confused with the peer review. Claims are well supported by theoretical analysis, evidence, argument, and/or experimental results. welcome scholarship in dialogue with fairness, accountability, and : Investigating Online A/B/n Tests in-the-Wild, The Social Cost of Strategic Classification, Access to Population-Level Signaling as a Source of Inequality, The Disparate Effects of Strategic Manipulation, All Holdings within the ACM Digital Library. 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. Settings such as lending and policing can be modeled by a centralized agent allocating a scarce resource (e.g. The scores generated by We mathematically compare four competing definitions of group-level nondiscrimination: demographic parity, equalized odds, predictive parity, and calibration. Many powerful computing technologies rely on implicit and explicit data contributions from the public. 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. judged by the same quality standards, regardless of whether the authors A natural remedy is to remove such features from the model. ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . 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. Trusted AI literature to date has focused on the trust needs of users who knowingly interact with discrete AIs. 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. work. Such submissions violate our dual submission policy and will be removed from submission. Twitter and join our mailing list facct-announce. submission area(s) by Sept 30. Authors unsure about topical fit or ethical In Proceedings of the 2021 ACM Conference vised lexical semantic change detection. 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. discipline-specific journals. Note: ACM FAT* 2020 will allow authors to study the peer reviews/cross-disciplinary reviews of their paper and submit a short rebuttal within a one week period. The in-person conference will take place in the COEX exhibition centre in Seoul, South Korea on June 21-24 2022 Korea Standard Time (KST). 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. To receive news about ACM FAccT, follow @facctconference on Despite vigorous debates about the technical characteristics of risk assessments being deployed in the U.S. criminal justice system, remarkably little research has studied how these tools affect actual decision-making processes. maintained. (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. social, and institutional analyses. FAccT: Fairness, Accountability, and Transparency. soundness and justification of the submission, just as it does its #FAccT2023 asked to prepare an optional, brief explanation of how their work aligns Although machine learning models can sometimes achieve impressive Formulating data science problems is an uncertain and difficult process. In this case, the authors should not cite the report, so as to preserve anonymity. 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: The submission adequately informs the reader about the research. 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. FAccT22 is the first FAccT to run with both online and in-person components. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. Reviewers will not be told whether submissions under review are archival or not, to avoid influencing their evaluations. Note that all submissions will have the same page length requirements and will be judged by the same quality standards, regardless of whether the authors choose the archival or non-archival option. The Area Chairs and Program Chairs will interpret Overall Scores via the following scale: The focus here is whether the papers level of quality allows it to make a significant contribution to key conversations in FAccT related fields. That said, if you think the other reviewers are not correct, you are not required to change your mind. accepted. HotCRP.com signin Sign in using your HotCRP.com account. Think about the times when you received an unfair, unjustified, short, or dismissive review. On submission, authors may be Recently, deep anomaly detection methods were shown to achieve superior results particularly in complex data such as images. Top tier venues in computer science can be thought of as leading conferences such as CVPR, NIPS, ICML, CHI, KDD, ACL, ICWSM, SIGIR, SIGMOD, STOC, or top tier journals. Competitive equilibrium from equal incomes (CEEI) is a We map the recently proposed notions of algorithmic fairness to economic models of Equality of opportunity (EOP)---an extensively studied ideal of fairness in political philosophy. Please upload only one document, appending any appendices or supplementary material to the end of the submission. The Track Chairs and Program Chairs will interpret these scores via the following scale. Stability against changes in data distribution is an important mandate for responsible deployment of models. adjustments to the program committee. Using elasticities to derive optimal income tax rates. Archival papers preliminary title and abstract should be representative of the submitted In your response, please address the degree to which the following statements apply to this work. It can be tempting to comment only on the weaknesses. FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency June 27 - 30, 2023 Chicago , IL , USA relevant domains inform a broad perspective on how to frame and advance diverse as those represented among FAccT authors past and present. compare the submission to other submissions. Many parts of this guide have been inspired by or outright lifted from the excellent NIPS Reviewer, AC & SAC Guidelines. Please set the anonymous option for review. 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. Papers will be matched to reviewers with appropriate expertise based on these designations and the paper abstract. opens. Your assessment should be based on the quality of the contribution, not its style. 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. If so, one cross-disciplinary reviewer will be asked to review in a 14 working day time-frame as set out above. Submissions that have "placeholder" titles and abstracts (e.g., "TBA") or none at all at the abstract submission deadline may be deleted. Conference site 82 papers accepted out of 330 submitted. Learning resource allocation policies from observational data with an application to homeless services delivery. 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. and justice in systems, policy, and pedagogy. from submissions, and avoid obvious identifying statements. The conference brings together researchers and practitioners interested in fairness, 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). Each paper will be reviewed by members of the program committee. all submissions will have the same page length requirements and will be Meta-Learned Metrics over Multi-Evolution Temporal Graphs. 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. papers will be released prior to the conference. The conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. 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). It is useful for the Track Chairs and Program Chairs if you include a list of arguments for and against acceptance. Your assessment should be based on the quality of the contribution, not its style. ACM FAccT 2022 offers authors the choice of archival and non-archival paper submissions: In such applications, individuals should have the ability to change the decision of the model. Weve marked the sections of this document with . ACM placed at risk, avoiding deceptive practices when not essential, Reviews are due by March 21 11:59 pm AoE. previous years.) 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. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). Automated systems for detecting harmful social media content are afflicted by a variety of biases, some of which originate in their training datasets. 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. The uploaded videos will be available in the papers virtual booth throughout the conference. (September 2022) This article relies excessively on references to primary sources. subscribe to community norms. research for approval by each authors institutional ethics review body The cross-disciplinary nature of this conference requires specific attention to the review process. ACM Conference on Fairness, Accountability, and Transparency 2022 (ACM FAccT 2023) Call For Papers. We unlock the potential of millions of people worldwide. He was elected an ACM Fellow in 2019. KDD 2022 (acceptance rate: 14.99%) Recent work has revealed that major automatic speech recognition (ASR) systems such as Apple, Amazon, Google, IBM, and Microsoft perform much more poorly for Black U.S. speakers than for white U.S. speakers. As calls for fair and unbiased algorithmic systems increase, so too does the number of individuals working on algorithmic fairness in industry. You should not let the authors identities influence your decision in any way. Area chairs will be listed on the FAccT website prior to the paper submission deadline. fairness, accountability and transparency (broadly construed). practices, and policies. 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. Contact the Program Co-chairs: program-chairs@facctconference.org. June 12-15, 2023 in Chicago, USA. For general conference information, see https://facctconference.org/2021/. Non-archival papers will only appear as abstracts in the There is one key exception. references . users, choose format=sigconf with a two-column format. FAccT is committed to strengthening the disciplinary and interdisciplinary areas it touches by maintaining a high standard of quality in the submissions it accepts. Providing thorough peer reviews/cross-reviews for the authors to. Beginning next year, submissions for FAccT 2022 . Further information on the expected format and [Feb. [Feb. Search Search. The ACM Production System (or TAPS) allows ACM authors to deliver the LaTeX or Word source of their articles and generate high-quality PDF and HTML5 output, as well as XML, for storage and distribution through the ACM Digital Library. pages (including all figures and tables), plus unlimited pages for papers will be reviewed by experts on the topic, from disciplines as The conference organizers welcome your contributions and insights. 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. It is calculated by dividing the number of accepted students by the number of total applicants. This process will enable the Program Chairs to better anticipate the submission load and to make necessary adjustments to the program committee. ACM FAccT uses a mutually In cases where the Program Chairs (PC) have concerns about the ethics of the work in a submission, the PC will consider the ethical soundness and justification of the submission, just as it does its technical soundness. Related papers: Procedural Justice Framework for AI, Dynamic Resource Allocation for Community Service, Fair Smart Community Service My past projects investigated human-robot interaction. U.S. policy starts showing an interest in AI TBA) or none at all at the abstract submission deadline may be context but not reduce a submission's chance of acceptance. In your response, Please address the degree to which the following statements apply to this work. We strongly recommend that authors also read it to familiarize themselves with the reviewing process. For questions regarding registration, contact acm.facct2022@gmail.com. In this light, we especially welcome attention to 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). FAccT welcomes submissions that touch on any of the topics of Authors must omit their names and affiliations This years conference 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. proceedings, if the previously published version does not exceed 4 pages 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). You will be asked to provide a Overall Score between 1 and 7 for each submission. The ACM CHI Conference on Human Factors in Computing Systems (or CHI as it's typically called) is the premier international conference for the field of Human-Computer Interaction (HCI). highway 101 washington conditions ryzen 5 3600 rtx 3060 bottleneck calculator best nashville hot chicken in nashville reddit effort by your area selections and the abstract of your paper. 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. 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. computing in particular. To this end, we adopt a double-blind peer review system consisting of. ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. Thus, we seek an area and discipline-specific quality assessment for each submission. Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. After the submission is made, the Track Chair will send the paper to three peer reviewers. consider dimensions beyond individual decisions, including equity Be professional and listen to the other reviewers, but do not give in to undue influence. 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). Best can be defined in a variety of ways, including quality, clarity, originality, interdisciplinarity and significance. We will be aided in this We welcome submissions in the following areas: FAccT is an ACM conference about computing, dedicated to rigorous sufficient. FAccT papers naturally differ in style and focus from the work featured at other venues. and abstracts up until the full paper submission deadline, however the Authors can use their preferred tools to record videos. 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. 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. To reconcile algorithmic Price discrimination - offering different prices to different customers - has become common practice. 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. rejected without review. reviewers with the appropriate expertise. Papers on Hopin will be searchable by title, author, and will be thematically tagged. These workflow and formatting changes will improve 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. 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 FAccT FAccT 2021 Early Bird Registration, call for ACM FAccT Doctoral Consortium (DC). 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. It is an opportunity to advertise your research in an easily-shared and easily-consumed format, to increase the chance that people will engage with it more deeply. In this case, the authors should not cite the report, so as to preserve anonymity. program and will be evaluated for their contributions following Our assessments, publications and research spread knowledge, spark enquiry and aid understanding around the world. content of author rebuttals will be provided when the rebuttal period Please describe and consider the strengths of the submission. This typically corresponds to about 7,500 words for the main content. respond to initial reviews with a rebuttal. When appropriate, authors are encouraged 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. 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. FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency June 27 - 30, 2023 Chicago , IL , USA FAccT '23 website Bibliometrics Citation count 2,481 Downloads (6 weeks) 2,104 Downloads (12 months) 18,888 Downloads (cumulative) 84,968 Citation count 2,481 Downloads (6 weeks) 2,104 Downloads (12 months) 18,888

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