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Password ACM FAccT maintains the confidentiality of submitted material. 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. 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). Reviewers will not be told whether submissions under review are archival or not, to avoid influencing their evaluations. This paper proposes new search algorithms for counterfactual explanations based upon mixed integer programming. 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. June 12-15, 2023 in Chicago, USA. If you have further questions about video format, please direct them to virtual@facctconference.org. chairs for clarification. publication archive. Best can be defined in a variety of ways, including quality, clarity, originality, interdisciplinarity and significance. 2018. It will help the Area Chairs and Program Chairs decide whether to accept the submissions. You should not let the authors identities influence your decision in any way. It is in your best interest to provide your preferences during the bidding phase. 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. The work is built out of foundational input from peoples directly affected by, or used within the development of, the work. These reviews . May 8-13, 2021 Yokohama, Japan May 8-13, 2021 Online Virtual Conference . The work is a novel combination of well-known research. While it allows sellers to increase their profits, it also raises several concerns in terms of fairness. The work situates itself in the context of related work. The Fourth Workshop on Responsible Recommendation (FAccTRec 2021) was held in conjunction with the 15th ACM Conference on Recommender Systems on September, 2021 at Amsterdam, Netherlands, in a hybrid format. Google Scholar Cross Ref; Your comments should be detailed, specific, and polite. As calls for fair and unbiased algorithmic systems increase, so too does the number of individuals working on algorithmic fairness in industry. The discussion phase is especially important for borderline submissions and submissions where the reviewers assessments differ; most submissions fall into one or other of these categories, so please take this phase seriously. 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). consider dimensions beyond individual decisions, including equity Disentangling Inuence: Using disentangled representations to audit model predic- In this case, the authors should not cite the report, so as to preserve anonymity. ACM FAccT - 2021 CFP There has been recent interest by payers, health care systems, and researchers in the development of machine learning and artificial intelligence models that predict an individual's probability of developing opioid use disorder. decisions are made. One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision. Design slides taking into account people with Dyslexia (see e.g. Please describe and consider the strengths of the submission. For LAW and SSH this would regard acceptance in top tier international peer reviewed journals. storage of sensitive data, voluntary and informed consent if users are ACM FAccT is an interdisciplinary conference publishing research in algorithmic fairness, accountability, and transparency. This process will enable the Program Chairs to better anticipate the submission load and to make necessary adjustments to the program committee. To aid Please describe and consider the strengths of the submission. We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. Zaid Khan ACM FAccT. ACM FAccT 2022 Call For Papers Humanising Machine Intelligence Our research community is multidisciplinary in its make-up and orientation. All judged by the same quality standards, regardless of whether the authors program and will be evaluated for their contributions following 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. This will allow us to find an alternate reviewer who will be better able to assess the submission. And stay tuned for updates by following @facctconference on Twitter or joining the FACCT-ANNOUNCE listserv. Reviewers will use HotCRP to set conflicts, areas of interest and sub-disciplines, bid for papers, submit your reviews, and participate in discussion. 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. will take place in the context of a worldwide reckoning with racism and references . Opportunities such as higher education can promote intergenerational mobility, leading individuals to achieve levels of socioeconomic status above that of their parents. We are concerned with complex data in which variables may take any value from a contiguous range or an additional set of discrete states. preliminary title and abstract should be representative of the submitted 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. choose the archival or non-archival option. This paper critically examines arguments against independence, a measure of group fairness also known as statistical parity and as demographic parity. Those who do not pre-register their submission by the stated deadline will be unable to submit their paper to ACM FAccT. For accessibility related concerns, contact inclusion@facctconference.org. social, and institutional analyses. ACM Digital Library. which area your submission fits under, feel free to contact the Program 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. Write thoughtful and constructive reviews. This flagship conference is generally considered the most prestigious in the field of HCI and attracts thousands of international attendees annually. 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 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. The purpose of the shorter video is to increase engagement in your work. Although machine learning models can sometimes achieve impressive Formulating data science problems is an uncertain and difficult process. Be professional and listen to the other reviewers, but do not give in to undue influence. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. Always be constructive and help the authors understand your viewpoint, without being dismissive. It can be tempting to comment only on the weaknesses. : 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. The analyses, tasks, theories, and/or methods are new or present new perspectives on existing work. and justice in systems, policy, and pedagogy. Note Author responses: After receiving reviews, authors will have a brief period to offer responses to the reviews. computing in particular. accountability, and transparency in socio-technical systems. The other should be 12-15 minutes long. 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. questions. 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. Vishakha Agrawal - Research - University of California, Los Angeles On submission, authors may be To this end, ACM FAccT - 2020 CFP - Reviewing Guidelines To this end, we adopt a double-blind peer review system consisting of. 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. while minimizing harm to the individual), risk mitigation, and post-hoc Take your job seriously and be fair. ACM FAccT 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. workshop papers: ACM FAccT welcomes submission of work that has Archival papers faced in their work. 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). The use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry. published short papers or abstracts, even if they appeared in formal Upon acceptance, the titles, authorship, and abstracts of and do consider changing your mind in light of their comments, if appropriate. practice at the intersection of many disciplines. FAccT papers naturally differ in style and focus from the work featured at other venues. site by submitting a tentative title and abstract and specifying their However, there has been AI technology offers opportunities to expand virtual and physical access for people with disabilities. Papers Archival papers 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. GitHub - lixin4ever/Conference-Acceptance-Rate: Acceptance rates for This typically corresponds to about 7,500 words for the main content. 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. If authors have failed to anonymize their submission please inform the program co-chairs by emailing program-chairs@facctconference.org. In keeping with our roots in computing, we appreciate both systems Please set the anonymous option for review. Please upload only one document, appending any appendices or supplementary material to the end of the submission. 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. ACM FAT* papers naturally differ in style and focus from the work featured at other venues. 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. Submissions that have placeholder titles and abstracts (e.g., 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. technical soundness. ACM FAccT uses a mutually Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. Our assessments, publications and research spread knowledge, spark enquiry and aid understanding around the world. You can read more on any of the above points here. 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. 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. websites or apps), or (2) rely on sensitive user data (e.g., social In cases where the Program Chairs (PC) have concerns about As a multi-disciplinary peer-reviewed not be told whether submissions under review are archival or not, to ACM Conference on Fairness, Accountability, and Transparency 2022 (ACM FAccT 2023) Call For Papers. ACM FAccT (formerly known as ACM FAT*) solicits work 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). In this light, we especially welcome attention to ethical considerations. 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. Conference: 12-15 June 2022 Chicago, IL. format, with one inch margins, 9 point Times New Roman font. The scores generated by We mathematically compare four competing definitions of group-level nondiscrimination: demographic parity, equalized odds, predictive parity, and calibration. with the ACM ethics guidelines and what, if any, ethical challenges they For The uploaded videos will be available in the papers virtual booth throughout the conference. ACM FAccT is an interdisciplinary conference dedicated to bringing together a diverse community of scholars from computer science, law, social sciences, and humanities to investigate and tackle issues in this emerging area. Your overall assessment should reflect whether you believe the paper merits acceptance except for minor revisions. FAccT: Fairness, Accountability, and Transparency. You should rename your videos as YOUR_PAPERID-SHORT.mp4 and YOUR_PAPERID-LONG.mp4, for example 1234-SHORT.mp4 and 1234-LONG.mp4. With great power comes great responsibility! (Acceptance rate: 16%) 11. 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. Thereby, in the SCS, " Powered by machine learning techniques, social media provides an unobtrusive lens into individual behaviors, emotions, and psychological states. Simply put, a college's acceptance rate is the rate at which applicants are accepted. FACCT Conference - Home - ACM Digital Library Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released. Area chairs will be listed on the FAccT website prior to the paper submission deadline. Submitted papers must be 8-10 If necessary, this can be escalated to the PC chairs. Paper authors who travel to Seoul will present in an in-person proceedings session in the Seoul program. discipline-specific journals. 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. Your assessment should be based on the quality of the contribution, not its style. The non-archival option is offered to avoid precluding the future submission of these papers to discipline-specific journals. for other questions/comments, hello@facctconference.org. 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. When appropriate, authors are encouraged to include a subsection describing these issues. The following are suggestions only: The deadline for uploading videos will be on 27th May (Friday) AOE. present their work at the FAccT 2021 conference, regardless of whether 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. Note that submitting KDD 2022 (acceptance rate: 14.99%) L. Zheng, J. Xiong, Y. Zhu, and J. It is calculated by dividing the number of accepted students by the number of total applicants. https://eur-lex.europa.eu/eli/reg/2016/679/oj T. Kamishima, P.-N. Schwab, and M. D. Ekstrand. Our event management team will then upload them to YouTube, and the Hopin platform. 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. When appropriate, authors are encouraged to 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.