acm facct acceptance rate

Archival and Non-archival Submissions. ACM FAccT - 2021 CFP 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. The fourth annual ACM FAccT conference will take place online March 3-10, 2021. option after submission is discouraged but justified requests from adjustments to the program committee. the review process to rapidly respond to queries from the PC regarding This paper critically examines arguments against independence, a measure of group fairness also known as statistical parity and as demographic parity. Disentangling Inuence: Using disentangled representations to audit model predic- FAccT papers naturally differ in style and focus from the work featured at other venues. ACM FAccT uses a mutually FACCT - ACM Conferences Related papers: Procedural Justice Framework for AI, Dynamic Resource Allocation for Community Service, Fair Smart Community Service My past projects investigated human-robot interaction. He. Please describe and consider the strengths of the submission. deadlines are at 11:59 PM Anywhere On Earth on the given date. ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. Though familiar at first blush, it lacks a single precise meaning. Such questions are not only a matter of Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. and justice in systems, policy, and pedagogy. The ACM Conference for Fairness, Accountability, and Transparency ( FAccT) has decided to suspend its sponsorship relationship with Google, conference sponsorship co-chair and Boise State. instance, citations to the authors' own prior work should be made in the reviewers with the appropriate expertise. Our research community is multidisciplinary in its make-up and orientation. Your video must have *embedded* captions (see next section). Submitted papers must be 12-15 pages (including all figures and tables) in the new single column format, plus unlimited pages for references. anonymous review process. Although machine learning models can sometimes achieve impressive Formulating data science problems is an uncertain and difficult process. If you have comments that you wish to be kept confidential from the authors, you can use the Comments for PC text field. 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. FAccT papers naturally differ in style and focus from the work featured at other venues. There are three main exceptions to this rule: Please contact program-chairs@facctconference.org for any There is one key exception. 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. Stability against changes in data distribution is an important mandate for responsible deployment of models. Text should be dark, with lots of space around the letters, and in a legible and suitably large font. submissions violate our dual submission policy and will be removed from 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. deleted. for other questions/comments, hello@facctconference.org. computing in particular. Fairness, Equality, and Power in Algorithmic Decision-Making 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. Non-archival papers will only appear as abstracts in the May 8-13, 2021 Yokohama, Japan May 8-13, 2021 Online Virtual Conference . statistics, the humanities, and law. proceedings, if the previously published version does not exceed 4 pages 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. This flagship conference is generally considered the most prestigious in the field of HCI and attracts thousands of international attendees annually. Think about the times when you received an unfair, unjustified, short, or dismissive review. The conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. These include: compliance with applicable laws, respect for privacy, secure storage of sensitive data, voluntary and informed consent when appropriate, avoiding deceptive practices when not essential, beneficence (maximizing the benefits to an individual or to society while minimizing harm to the individual), risk mitigation, and post-hoc disclosure of audits. We unlock the potential of millions of people worldwide. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. soundness and justification of the submission, just as it does its This typically corresponds to about 7,500 words for the main content. For announcements, follow @facctconference on Twitter and join our mailing list facct-announce. Review content serves two purposes. The growing volume of digital data stimulates the adoption of recommender systems in different socioeconomic domains, including news industries. 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. CFP - easychair.org concerns in paper reviews, authors will have an opportunity to 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. deadlines are at 11:59 PM anywhere on earth (AoE) on the given date. One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision. context but not reduce a submission's chance of acceptance. Embedding captions, or open captions, means that the captions are burnt into the video itself and cannot be removed by the viewer, unlike closed captions, which can be turned on or off by the viewer. 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. ACM FAccT (formerly known as ACM FAT*) solicits work 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. FACCT - ACM Conferences Your comments should include the following sections: Please comment on and take into account the strengths of the submission. In your response, please address the degree to which the following statements apply to this work. Final submissions will be due on January 21, 2022. IL , will appear in the published proceedings of the conference, if they are 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. Design slides taking into account people with Dyslexia (see e.g. 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. We will expand on this below. Models of agent responsiveness, termed "strategic manipulation," analyze the interaction between We use cookies to ensure that we give you the best experience on our website. ACM FAccT - 2021 Home - ACM FAccT Conference 2021 Reviewers will be invited to from submissions, and avoid obvious identifying statements. Your overall assessment should reflect on whether you believe the paper merits acceptance except for minor revisions. Important Dates. FAccT: Fairness, Accountability, and Transparency. Beginning next year, submissions for FAccT 2022 Take your job seriously and be fair. 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. The PC will take a broad view of what constitutes 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. 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. A natural remedy is to remove such features from the model. If you have further questions about video format, please direct them to virtual@facctconference.org. We welcome submissions in the following areas: FAccT is an ACM conference about computing, dedicated to rigorous Those who do not pre-register their submission by the stated deadline will be unable to submit their paper to ACM FAccT. For instance, citations to the authors' own prior work should be made in the third-person. Ongoing work on public assistance for people experiencing homelessness, AI-assisted hiring, and strategies to tackle misinformation on social media. site by submitting a tentative title and abstract and specifying their Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. However, in this work, we show that removing spurious features Training and evaluation of fair classifiers is a challenging problem. Archival vs. Non-archival Submissions ACM FAccT 2023 offers authors the choice of archival and non-archival paper submissions: conference, ACM FAccT requires a broad as well as deep set of expertise relevant domains inform a broad perspective on how to frame and advance submission. Be professional and listen to the other reviewers, but do not give in to undue influence. Note that submitting research for approval by each authors institutional ethics review body (IRB) may be necessary in some cases, but by itself may not be sufficient. 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. Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. Authors are also responsible for ensuring that submitting to FAccT would not be in violation of the relevant journal's submission policies. 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). Although it is only in its fifth year, FAccT has rapidly become the premiere Here are some more useful links if you need technical support on how to make your slides accessible. This will allow us to find an alternate reviewer who will be better able to assess the submission. previously appeared in non-archival venues such as workshops without Pre-registration only requires that you "save a draft" of your submission. SIGN IN Get Alerts for this Conference Save to Binder Export Citation Next Conference FAccT '23 Sponsor: You will be asked to provide a Overall Score between 1 and 7 for each submission. FAccT* also welcomes full paper submissions that extend previously USA, Front matter (Title, Copyright, Welcome from the General Chairs, Welcome from the Program Chairs, Contents), FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency, Black Feminist Musings on Algorithmic Oppression, Price Discrimination with Fairness Constraints, Fairness Violations and Mitigation under Covariate Shift, Reasons, Values, Stakeholders: A Philosophical Framework for Explainable Artificial Intelligence, Allocating Opportunities in a Dynamic Model of Intergenerational Mobility, Corporate Social Responsibility via Multi-Armed Bandits, Biases in Generative Art: A Causal Look from the Lens of Art History, Designing an Online Infrastructure for Collecting AI Data From People With Disabilities, Fifty Shades of Grey: In Praise of a Nuanced Approach Towards Trustworthy Design, Representativeness in Statistics, Politics, and Machine Learning, The Distributive Effects of Risk Prediction in Environmental Compliance: Algorithmic Design, Environmental Justice, and Public Policy, Computer Science Communities: Who is Speaking, and Who is Listening to the Women? Authors of all accepted papers must Conference-length (8-10 pages) versions of papers that are Google Scholar Cross Ref; Paper submission: 6 Feburary 2023 11:59pm Anywhere on Earth. 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. Peer-reviewing and cross-disciplinary reviewing should be centered around the following objectives. 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. research for approval by each authors institutional ethics review body (27.9% acceptance rate). This booth will collect all resources (pre-recorded videos, poster, the paper itself) associated with the paper to be accessed asynchronously by all registered members of the conference, who can leave questions and comments. The work incorporates foresight on populations most likely to bear disproportionate negative effects directly related to this work. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released. The Overall Score for each submission should reflect your assessment of the submissions contributions. Trusted AI literature to date has focused on the trust needs of users who knowingly interact with discrete AIs. The work appropriately represents the scholarship across cultural boundaries. Try not be that reviewer! 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 recent adoption of machine learning models in high-risk settings such as medicine has increased demand for developments in privacy and fairness. Association tion, pages 208-213, Barcelona (online). Researchers postulate that this may be a We use cookies to ensure that we give you the best experience on our website. publication archive. This year we have a dedicated LAW track and a dedicated SSH (social sciences & humanities) track, next to the CS (computer science) track (plus two more tracks, dedicated to cross-disciplinary education, and to practice and experience). 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. 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. Please set the anonymous option for review. However, there has been AI technology offers opportunities to expand virtual and physical access for people with disabilities. 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 cross-disciplinary reviewer will join in the discussion as set out below but will not vote on acceptance or rejection of the paper. KDD 2022 (acceptance rate: 14.99%) L. Zheng, J. Xiong, Y. Zhu, and J. Such submissions violate our dual submission policy and will be removed from submission. 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. rejected without review. On the Optimization of Benefit to Cost Ratios for Public Sector When discussing a submission, try to remember that different people have different backgrounds and different points of view. 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. There is one key exception. It is not fair to dismiss any submission without having thoroughly read it. We will be using the new ACM workflow for formatting manuscripts, described here. 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.

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