acm facct acceptance rate

Min Kyung Lee, Ph.D. - minlee.net If you have a question about the reviewing system, your primary point of contact should be the PC Chairs. users, choose format=sigconf with a two-column format. 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. Final submissions will be due on January 21, 2022. 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. decisions are made. Best can be defined in a variety of ways, including quality, clarity, originality, interdisciplinarity and significance. Trained machine learning models are increasingly used to perform high-impact tasks in areas such as law enforcement, medicine, education, and employment. above areas when they register their submissions. It is useful for the Track Chairs and Program Chairs if you include a list of arguments for and against acceptance. If you have thoughts and suggetions about this years conference, please fill out this form or be in touch by emailing the ACM FAccT 2021 General Co-chairs William Isaac, Madeleine Clare Elish, and Richard Zemel at general-chairs@facctconference.org. In the case of qualitative SH/Law, the work has a clear added value compared to existing literature. Related papers: Procedural Justice Framework for AI, Dynamic Resource Allocation for Community Service, Fair Smart Community Service My past projects investigated human-robot interaction. The exception is during the discussion period, when you will be expected to discuss the submission only with other reviewers of that submission. We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. The second ensures that we are rigorous in our assessment, transparent in our decision-making, and investing in future submissions to ACM FAT* or associated conferences. Reviewer consensus is valuable, but it is not mandatory. Reviews are due by March 21 11:59 pm AoE. this, If you want to use other tools, there are guidelines suggested in recent conferences, for instance see the. ACM FAccT 2022 offers authors the choice of archival and non-archival paper submissions: Machine Learning Blog | ML@CMU | Carnegie Mellon University 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. to ensure that the best content is presented at the conference, and. Algorithmic Fairness in Predicting Opioid Use Disorder using Machine Authors are required to pre-register their papers through the submission Email Forgot your password? ACM conference and as such, we will review papers in alignment with the Authors can use their preferred tools to record videos. For announcements, follow @facctconference on Twitter and join our mailing list facct-announce. option for the FAccT submission. Extensions of Thus, we seek an area and discipline-specific quality assessment for each submission. 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. 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. Authors unsure about topical fit or ethical issues are welcome to contact the PC. Algorithms convex optimization | Algorithmics, complexity, computer 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. anonymous review process. Non-archival papers will only appear as abstracts in the 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. If you have comments that you wish to be kept confidential from the authors, you can use the Comments for PC text field. Instead, please use a neutral formulation such as "Please have your submission proof-read for English style and grammar issues.". Such comments might include explicit comparisons of the submission to other submissions and criticisms that are more bluntly stated. concerns in paper reviews, authors will have an opportunity to We understand ACM guidance is confusing during this transition year and will review incorrectly formatted subsmissions accordingly. Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. We will be aided in this 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. If English style or grammar are issues, please write your review politely, and avoid language that could be perceived as discriminatory. 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? Archival vs. Non-archival Submissions ACM FAccT 2023 offers authors the choice of archival and non-archival paper submissions: format, with one inch margins, 9 point Times New Roman font. 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. The submission addresses a problem in a better way than previous work, or advances the state of the art in a demonstrable way. 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. 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. If using LaTeX, please use the template given in sample-manuscript.tex when downloading the latest version of the ACM LaTeX documents. It is calculated by dividing the number of accepted students by the number of total applicants. Authors of all accepted papers must 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. Papers got accepted to ACM CCS, IEEE ICC, IEEE CNS, IEEE Milcom, and. 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. It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! Note that submission area(s) by Sept 30. 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. : 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. 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. In such applications, individuals should have the ability to change the decision of the model. Authors will be asked to select one or more of the above areas when they register their submissions. ACM FAccT. Some Stats about CHI 2021 Papers | CHI 2021 ACM Digital Library. Acm ccs 2022 accepted papers - emf.pallaalbalzo.it It is not fair to dismiss any submission without having thoroughly read it. Submissions that have "placeholder" titles and abstracts (e.g., "TBA") or none at all at the abstract submission deadline may be deleted. Conference: 12-15 June 2022 Chicago, IL. 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. Reviewers will be invited to 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. Should authors find extraordinary errors or equity The results or conclusions are important for the FAccT academic field. 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. published short papers or abstracts, even if they appeared in formal In this light, we especially welcome attention to 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. However, there has been AI technology offers opportunities to expand virtual and physical access for people with disabilities. Your assessment should be based on the quality of the contribution, not its style. (IRB) may be necessary in some cases, but by itself may not be will take place in the context of a worldwide reckoning with racism and register for, (virtually) attend, and present the work at the conference This paper critically examines arguments against independence, a measure of group fairness also known as statistical parity and as demographic parity. all submissions will have the same page length requirements and will be while minimizing harm to the individual), risk mitigation, and post-hoc papers will be released prior to the conference. Authors will be able to make changes to their titles 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. Your comments should be detailed, specific, and polite. Archival and Non-archival Submissions. guidelines in shaping study design, analysis, and dissemination. 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. Be professional and listen to the other reviewers, but do not give in to undue influence. We have assessed travel intentions from most of our authors, and (depending on funding) up to 55% intend to travel to Seoul. Such Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. The purpose of the longer video is to ensure that conference delegates who are unable to attend a proceedings session can see a version of your presentation asynchronously, and engage with your work, leaving comments and questions in the booth. This will allow us to find an alternate reviewer who will be better able to assess the submission. Algorithms convex optimization | Algorithmics, complexity, computer In 2022 ACM Conference on Fairness, Accountability, and Transparency, FAccT '22, pages 1240-1256, New York, NY, USA, June 2022. 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. ACM Conference Showcases Research on Fairness, Accountability and diverse as those represented among FAccT authors past and present. effort by your area selections and the abstract of your paper. They should be respected and taken into account, but their comments should not be confused with the peer review. How can perspectives and tools from Here are some more useful links if you need technical support on how to make your slides accessible. For questions regarding registration, contact acm.facct2022@gmail.com. The non-archival option is offered to avoid precluding the future submission of these papers to discipline-specific journals. 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). For general conference information, see https://facctconference.org/2021/. perspectives on fairness? loans or police officers) amongst several groups, in order to maximize some objective (e.g. https://facctconference.org/ GDPR 2016. For LaTeX ACM FAccT 2021 offers authors the and do consider changing your mind in light of their comments, if appropriate. [1] Area chairs will be listed on the FAccT website prior to the paper submission deadline. Classification models are often used to make decisions that affect humans: whether to approve a loan application, extend a job offer, or provide insurance. respond to initial reviews with a rebuttal. preliminary title and abstract should be representative of the submitted practices, and policies. submission. proceedings, if they are accepted. Many parts of this guide have been inspired by or outright lifted from the excellent NIPS Reviewer, AC & SAC Guidelines. #FAccT2023 The results are well-grounded and conclusions avoid exaggerating the merits of the work.. 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. Our results speak to a tension between the desire to keep a proprietary model secret and the ability to offer model explanations. Fairness, Accountability, and Transparency (FAccT) for socio-tech- nicalsystemshasbeenathrivingareaofresearchinrecentyears.An ACM conference bearing the same name has been the central venue for scholars in this area to come together, provide peer feedback to one another, and publish their work. Accountability, and Transparency (FAccT), 2020. in order for the paper to appear in the conference proceedings in the One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision. You should not let the authors identities influence your decision in any way. The ACM's Production System Workflow - ACM Authors Portal Homepage and justice in systems, policy, and pedagogy. ACM Conference on Fairness, Accountability, and Transparency 2022 (ACM FAccT 2023) Call For Papers. LISTSERV - FACCT-ANNOUNCE Archives - LISTSERV.ACM.ORG versions that are currently under review at another conference, have previous years.) . Upon acceptance, the titles, authorship, and abstracts of 2021. For accessibility related concerns, contact inclusion@facctconference.org. It is clear how this work differs from previous contributions. publication archive. The work situates itself in the context of related work. FAccT is an pages (including all figures and tables), plus unlimited pages for The conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. Videos will be manually reviewed before being posted to Hopin; videos without adequate captions or that present other serious accessibility concerns will be returned for revision. 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. 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. To receive news about ACM FAccT, follow @facctconference on statistics, law, social sciences, the humanities, and education. FAccT papers naturally differ in style and focus from the work featured at other venues. that investigate core assumptions and propose alternative designs, Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. Anomaly detection aims to find instances that are considered unusual and is a fundamental problem of data science. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). Stability against changes in data distribution is an important mandate for responsible deployment of models. TBA) or none at all at the abstract submission deadline may be This algorithm uses both your topic preference as well as the order of your preferences to determine assignments. fairness, accountability and transparency (broadly construed). We field address the problems and opportunities of intersectional 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. from submissions, and avoid obvious identifying statements. Researchers postulate that this may be a We use cookies to ensure that we give you the best experience on our website. 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. 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: 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. content. Contrastive Learning with Complex Heterogeneity. Submissions that do not comply with this policy will be rejected without review. welcome scholarship in dialogue with fairness, accountability, and Paper submission: 6 Feburary 2023 11:59pm Anywhere on Earth. Authors are also responsible for ensuring that submitting to FAccT would not be in violation of the relevant journal's submission policies. LISTSERV - FACCT-ANNOUNCE Archives - LISTSERV.ACM.ORG Since ACM FAT* targets the implications of automated decision-making based on, e.g., machine learning, the cross-disciplinary reviews are pivotal. ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . Review content serves two purposes. Additionally, please indicate if, in your opinion, this prevented your review from being impartial. ACM FAccT maintains the confidentiality of submitted material. 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. network information), must follow basic precepts of ethical research and If authors have failed to anonymize their submission please inform the program co-chairs by emailing program-chairs@facctconference.org. Targeted advertising is meant to improve the efficiency of matching advertisers to their customers. Our research community is multidisciplinary in its make-up and orientation. FACCT - ACM Conferences Learning resource allocation policies from observational data with an application to homeless services delivery. Bidding. In this case, the authors should not cite the report, so as to preserve anonymity. A variety of programs are available to embed captions into your videos. chairs will make every effort to ensure that papers are reviewed by There are three main exceptions to this rule: Please contact program-chairs@facctconference.org for any ACM FAccT is an interdisciplinary conference publishing research in algorithmic fairness, accountability, and transparency. CFP - easychair.org In-person presentations must be live. 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. 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. 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. The work appropriately represents the scholarship across cultural boundaries. questions. Twitter and join our mailing list facct-announce. The ACM Digital Library is published by the Association for Computing Machinery. been previously published, or have been accepted for publication. Authors are also responsible for Papers will be matched to reviewers with appropriate expertise based on these designations and the paper abstract. Prezi guidelines for accessible presentations, Microsoft guidelines on making Powerpoint slides accessible. This section can be used to provide additional ACM FAccT 2021 is using the submission site facct2021.hotcrp.com. The Area Chairs and Program Chairs will interpret these scores via the following scale: 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 Area Chair as early as possible in the process. accepted. This typically corresponds to about 8,000 words for the main ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. Using inappropriate or derogatory language is not acceptable. rejected without review. (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. opens. Optionally, authors can upload supplementary materials (e.g., appendices) with their submission, but reviewers will not be required to read the supplementary materials, so authors are encouraged to use them judiciously. Your video must have *embedded* captions (see next section). and abstracts up until the full paper submission deadline, however the 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. Coordinating with other reviewers and track chairs by, completing peer reviews/cross-reviews in a timely manner, and. 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. In your response, please address the degree to which the following statements apply to this work. Task-dependent Optimal Weight Combinations for Static Embeddings Options and templates are available for both Word and LaTeX users. Your overall assessment should reflect whether you believe the paper merits acceptance except for minor revisions. consider dimensions beyond individual decisions, including equity Reviewers will not be told whether submissions under review are archival or not, to avoid influencing their evaluations. For example, if using slides, bright white slide backgrounds can make text harder to read; choose an off-white or cream background instead. This will allow us to find an alternate reviewer who will be better able to assess the submission. 9. Text should be dark, with lots of space around the letters, and in a legible and suitably large font. Archival papers Although it is only in its fifth year, FAccT has rapidly become the premiere 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. Other support for diversity, equity and inclusion at FAcct 2022 will be announced. Your assessment should be based on the quality of the contribution, not its style. Questions? This flagship conference is generally considered the most prestigious in the field of HCI and attracts thousands of international attendees annually. from a wide variety of disciplines, including computer science, conference, ACM FAccT requires a broad as well as deep set of expertise Such submissions violate our dual submission policy and will be removed from submission. Always be constructive and help the authors understand your viewpoint, without being dismissive or using inappropriate language. May 8-13, 2021 Yokohama, Japan May 8-13, 2021 Online Virtual Conference . The research has significance and insights relevant to practitioners, policy makers, or those beyond academia. PDF NEWS RELEASE Contact - acm.org Online presentations may be either live or pre-recorded. previously appeared in non-archival venues such as workshops without FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency March 2021 Pages 272 https://doi.org/10.1145/3442188.3445891

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