Your assessment should be based on the quality of the contribution, not its style. However, Area Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. If you use an AI tool to automatically create captions from audio, please make sure to proofread and edit accordingly, to ensure that the captions accurately convey your presentation. These include: respect for privacy, secure 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 . 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. Take your job seriously and be fair. Learning resource allocation policies from observational data with an application to homeless services delivery. formatting rules, or papers exceeding the specified page length, may be 2.556; the score needed to be in the top 25.7% (acceptance rate for CHI2019). This section can be used to provide additional SIGN IN Get Alerts for this Conference Save to Binder Export Citation Next Conference FAccT '23 Sponsor: concerns in paper reviews, authors will have an opportunity to Weve marked the sections of this document with . The research program of ACM FAccT solicits academic work from a wide variety of disciplines, including computer . Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. Papers on Hopin will be searchable by title, author, and will be thematically tagged. 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). 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. The research community is young but growing fast. for other questions/comments, hello@facctconference.org. At least one author of each accepted paper is required to DO NOT talk to anyoneincluding other reviewers or Track co-Chairsabout submissions that are assigned to you without prior approval from the submissions Track Chair; other reviewers or Track co-Chairs may have conflicts with these submissions. This means that you provide your preferences (a.o. What constitutes a "fair" allocation of the items among them? 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. respond to initial reviews with a rebuttal. The recent adoption of machine learning models in high-risk settings such as medicine has increased demand for developments in privacy and fairness. 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. authors will be examined by PC Chairs on a case-by-case basis. Although it is only in its fifth year, FAccT has rapidly become the premiere an ethical concern, and authors agree to be available at any time during choice of archival and non-archival paper submissions: The non-archival option is offered to work. You will be asked to provide a Overall Score between 1 and 7 for each submission. The Overall Score for each submission should reflect your assessment of the submissions contributions. adjustments to the program committee. from a wide variety of disciplines, including computer science, Ongoing work on public assistance for people experiencing homelessness, AI-assisted hiring, and strategies to tackle misinformation on social media. while minimizing harm to the individual), risk mitigation, and post-hoc Those who do not pre-register their submission by the stated deadline will be unable to submit their paper to ACM FAccT. sufficient. Options and templates are available for both Word and LaTeX users. June 12-15, 2023 in Chicago, USA. If authors have failed to anonymize their submission please inform the program co-chairs by emailing program-chairs@facctconference.org. paper is accepted, authors will have to reformat their paper in the ACM above areas when they register their submissions. FAT* '19: Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* '19: Conference on Fairness, Accountability, and Transparency, Chicago , Conference-length (8-10 pages) versions of papers that are The work incorporates foresight on populations most likely to bear disproportionate negative effects directly related to this work. We welcome contributions that consider dimensions beyond individual decisions, including equity and justice in systems, policy, and human rights. content. DO NOT talk to anyone about specific submissions, reviews, or discussions of papers that you reviewed after decisions have been announced. 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. that (1) describe experiments with users and/or deployed systems (e.g., The Track Chairs and Program Chairs will interpret these scores via the following scale. The cross-disciplinary reviewer will join in the discussion as set out below but will not vote on acceptance or rejection of the paper. 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. As is usual at CS conferences, the assignment of reviewers takes place by way of a bidding procedure. 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 work is a novel combination of well-known research. faced in their work. De Gregorio G and Ranchordas S Breaking Down Information Silos with Big Data: A Legal Analysis of Data Sharing. highway 101 washington conditions ryzen 5 3600 rtx 3060 bottleneck calculator best nashville hot chicken in nashville reddit Reviewers will not be told whether submissions under review are archival or not, to avoid influencing their evaluations. insufficiently addressed issues in computing such as: How do algorithmic Reviews are due by March 21 11:59 pm AoE. 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. [Feb. [Feb. Search Search. 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. reconsider their reviews and scores in light of rebuttals before final 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. Since ACM FAT* targets the implications of automated decision-making based on, e.g., machine learning, the cross-disciplinary reviews are pivotal. This paper uses a theory of oppression to ground and extend algorithmic oppression. 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. ACM FAccT maintains the confidentiality of submitted material. 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. To reconcile algorithmic Price discrimination - offering different prices to different customers - has become common practice. 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. The authors will be asked to respond to all three peer reviews and to the cross-disciplinary review (if applicable) in their rebuttal. The ACM Digital Library is published by the Association for Computing Machinery. websites or apps), or (2) rely on sensitive user data (e.g., social welcome scholarship in dialogue with fairness, accountability, and Non-archival papers will only appear as abstracts in the field address the problems and opportunities of intersectional 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. 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. In 2022 ACM Conference on Fairness, Accountability, and Transparency, FAccT '22, pages 1240-1256, New York, NY, USA, June 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. 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. disclosure of audits. 9%! 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. Archival papers It is okay to be unavailable for part of the review process (e.g., on vacation for a few days), but if you will be unavailable for more than that -- especially during important windows (e.g., discussion, decision-making) -- you must let the Track Chairs know. A huge amount of effort goes into reviews. The conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. The claims/arguments are explored in sufficient depth. subscribe to community norms. proceedings. Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. https://eur-lex.europa.eu/eli/reg/2016/679/oj T. Kamishima, P.-N. Schwab, and M. D. Ekstrand. learnings from this optional experiment to guide FAccT conference work Our results speak to a tension between the desire to keep a proprietary model secret and the ability to offer model explanations. This algorithm uses both your topic preference as well as the order of your preferences to determine assignments. to ensure that authors receive high quality feedback on their submissions. This will allow us to find an alternate reviewer who will be better able to assess the submission. Archival papers building, analysis, and practical impact alongside psychological, FAccT22 is the first FAccT to run with both online and in-person components. Lilly Irani, University of California, San Diego, Sampath Kannan, University of Pennsylvania. 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. Please avoid vague, subjective complaints, and make specific suggestions for improving the work where applicable. questions. FAccT22 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). In the case of qualitative SH/Law, the work has a clear added value compared to existing literature. We especially welcome contributions that 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. Keep in mind that reviewers are not obligated to read the appendix or supplementary materials. relevant domains inform a broad perspective on how to frame and advance The Overall Score for each submission should reflect your assessment of the submissions contributions. It can be tempting to comment only on the weaknesses. Each paper will be reviewed by members of the program committee. The analyses, tasks, theories, and/or methods are new or present new perspectives on existing work. Please set the anonymous option for review. 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. Papers may also be formatted simply in two-column Feb 22, 2021: Our paper "One Label, One Billion Faces . And stay tuned for updates by following @facctconference. The latest data we have shows there are 11,240 reviews in the system. Email Forgot your password? For example, if College A has 100,000 applicants and accepts 5,000 students, their acceptance rate is 5%. Please provide an Overall Score for each submission. Online presentations may be either live or pre-recorded. ACM FAccT. 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. #FAccT2023 Authors are not required or expected to submit a response. 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 and abstracts up until the full paper submission deadline, however the ACM Digital Library. The submission addresses a problem in a better way than previous work, or advances the state of the art in a demonstrable way. opens. We welcome submissions in the following areas: FAccT is an ACM conference about computing, dedicated to rigorous Those who do not pre-register We understand ACM guidance is confusing during this transition year and will review incorrectly formatted subsmissions accordingly. workshop papers: ACM FAccT welcomes submission of work that has Coordinating with other reviewers and track chairs by, completing peer reviews/cross-reviews in a timely manner, and. Area chairs will oversee the reviewing process. Algorithmic oppression is then situated through a Black feminist lens part of which entails highlighting the double bind of technology. previous years.) The third annual ACM FAT* Conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. This typically corresponds to about 7,500 words for the main content. The previous two conferences had acceptance rates of 25% and attracted attendees from across academia, industry and public policy. One should be 3-4 minutes long. in order for the paper to appear in the conference proceedings in the The cross-disciplinary nature of this conference requires specific attention to the review process. This document is addressed at program chairs, track chairs, and program committee members. For accessibility related concerns, contact inclusion@facctconference.org. Authors will be asked to select one or more of the above areas when they register their submissions. While it allows sellers to increase their profits, it also raises several concerns in terms of fairness. Ask yourself, Do the other reviewers' comments make sense?" 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. USA, Front matter (Title, Copyright, Contents, Welcome from General Chairs, Welcome from the Program Chairs), FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency, Model Reconstruction from Model Explanations, Actionable Recourse in Linear Classification, Efficient Search for Diverse Coherent Explanations, On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection, 50 Years of Test (Un)fairness: Lessons for Machine Learning, Fairness and Abstraction in Sociotechnical Systems, Clear Sanctions, Vague Rewards: How China's Social Credit System Currently Defines "Good" and "Bad" Behavior, A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media, Dissecting Racial Bias in an Algorithm that Guides Health Decisions for 70 Million People, Disparate Interactions: An Algorithm-in-the-Loop Analysis of Fairness in Risk Assessments, An Empirical Study of Rich Subgroup Fairness for Machine Learning, The Profiling Potential of Computer Vision and the Challenge of Computational Empiricism, Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting, Equality of Voice: Towards Fair Representation in Crowdsourced Top-K Recommendations, Analyzing Biases in Perception of Truth in News Stories and Their Implications for Fact Checking, On Microtargeting Socially Divisive Ads: A Case Study of Russia-Linked Ad Campaigns on Facebook, SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments, Controlling Polarization in Personalization: An Algorithmic Framework, Fair Algorithms for Learning in Allocation Problems, Fair Allocation through Competitive Equilibrium from Generic Incomes, A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity, Beyond Open vs. Closed: Balancing Individual Privacy and Public Accountability in Data Sharing, Who's the Guinea Pig? systems develop in relation to racism and anti-blackness? Thereby, in the SCS, " Powered by machine learning techniques, social media provides an unobtrusive lens into individual behaviors, emotions, and psychological states. 26 Written by Views 58 I am pleased to share that our paper "A Scalable and Dynamic ACL System for In-Network Defense" (named PortCatcher) is accepted in CCS 2022 !. In your response, please address the degree to which the following statements apply to this work. Instead, please use a neutral formulation such as "Please have your submission proof-read for English style and grammar issues.". submission area(s) by Sept 30. accepted. If the appendices) with their submission, but reviewers will not be required to Rather than using 'transaction generated information', these systems measure the 'real world' and produce an assessment of the 'world state' We present a large-scale study of gender bias in occupation classification, a task where the use of machine learning may lead to negative outcomes on peoples' lives. 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. research for approval by each authors institutional ethics review body avoid precluding the future submission of these papers to instance, citations to the authors' own prior work should be made in the This will allow us to find an alternate reviewer who will be better able to assess the submission. Michael Kearns,University of Pennsylvania. Further information on the expected format and It will help the Area Chairs and Program Chairs decide whether to accept the submissions. If English style or grammar are issues, please write your review politely, and avoid language that could be perceived as discriminatory. Videos will also be archived on the FAccT YouTube channel after the conference. A variety of programs are available to embed captions into your videos. Copyright 2023 ACM, Inc. If using LaTeX, please use the template given in sample-manuscript.tex when downloading the latest version of the ACM LaTeX documents. The ACM CHI Conference, 'CHI2021', Online Virtual Conference. 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. 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. . It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! choose the archival or non-archival option. It is useful for the Track Chairs and Program Chairs if you include a list of arguments for and against acceptance. beneficence (maximizing the benefits to an individual or to society In-person presentations must be live. Classification models are often used to make decisions that affect humans: whether to approve a loan application, extend a job offer, or provide insurance. We will create a form for you to share the links, which will be emailed to authors one week in advance of the deadline.The form for uploading your video is here. Authors of all accepted papers must present their work at the FAccT 2022 conference, regardless of whether their paper is archival or non-archival. A natural remedy is to remove such features from the model. The 2022 conference will be held both in-person and online. And stay tuned for updates by following @facctconference on Twitter or joining the FACCT-ANNOUNCE listserv. Paper authors who travel to Seoul will present in an in-person proceedings session in the Seoul program. Recent research taking issue with such opacity has proposed standardized processes for dataset documentation. 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. formal proceedings. How can perspectives and tools from 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 Authors are also responsible for Please ensure your videos have *embedded* captions. There is one key exception. Recently, deep anomaly detection methods were shown to achieve superior results particularly in complex data such as images. social, and institutional analyses. will take place in the context of a worldwide reckoning with racism and FAccT papers naturally differ in style and focus from the work featured at other venues. (27.9% acceptance rate). Conference site 82 papers accepted out of 330 submitted. Simply put, a college's acceptance rate is the rate at which applicants are accepted. ACM FAccT uses a mutually anonymous review process. Non-archival papers will only appear as abstracts in the include a subsection describing these issues. 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. Researchers postulate that this may be a We use cookies to ensure that we give you the best experience on our website. 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. submissions violate our dual submission policy and will be removed from Thus, we seek an area and discipline-specific quality assessment for each submission. We show through theory and experiment that gradient-based explanations of a model quickly reveal the model itself. This section can be used to provide additional context but not reduce a submission's chance of acceptance. 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.
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