This paper uses a theory of oppression to ground and extend algorithmic oppression. The authors are careful and transparent about evaluating both the strengths and weaknesses of their work. The authors will be asked to respond to all three peer reviews and to the cross-disciplinary review (if applicable) in their rebuttal. ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. [Feb. [Feb. Search Search. FAccT is an program and will be evaluated for their contributions following that (1) describe experiments with users and/or deployed systems (e.g., 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? Submissions that do not comply with this policy will be technical soundness. The ACM CHI Conference, 'CHI2021', Online Virtual Conference. ACM ethics guidelines. The work is a novel combination of well-known research. ACM FAccT - 2022 CFP Lilly Irani, University of California, San Diego, Sampath Kannan, University of Pennsylvania. FAccT 2023 : ACM Conference on Fairness, Accountability, and The third annual ACM FAT* Conference brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. There is one key exception. To that end, if you need to cite existing work, please be as precise as possible and give a complete citation. 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. Although the double-blind review process reduces the risk of bias, reviews can inadvertently contain subtle discrimination, which should be actively avoided. option after submission is discouraged but justified requests from Association tion, pages 208-213, Barcelona (online). As of May 9, about 65% of registrations include in-person attendance. 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. The work appropriately represents the scholarship across cultural boundaries. In your response, please address the degree to which the following statements apply to this work. Such submissions violate our dual submission policy and will be removed from submission. We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. Trusted AI literature to date has focused on the trust needs of users who knowingly interact with discrete AIs. Algorithms convex optimization | Algorithmics, complexity, computer If English style or grammar are issues, please write your review politely, and avoid language that could be perceived as discriminatory. Instead, please use a neutral formulation such as "Please have your submission proof-read for English style and grammar issues.". Acceptance rates for the major top-tier AI-related conferences Natural Language Processing and Computational Linguistics Computer Vision and Pattern Recognition Machine Learning and Learning Theory Artificial Intelligence Data Mining and Information Retrieval Speech and Signal Processing Note: The submission is clearly written and well organized. 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. Disentangling Inuence: Using disentangled representations to audit model predic- PDF Four Years of FAccT: A Reflexive, Mixed-Methods Analysis of Research Using inappropriate or derogatory language is not acceptable. statistics, law, social sciences, the humanities, and education. Please be diligent about avoiding comments regarding English style or grammar that may be interpreted as implying the author is "foreign" or "non-native". FAccTRec 2021: The 4th Workshop on Responsible - ACM Conferences 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. relevant domains inform a broad perspective on how to frame and advance 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. 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. faced in their work. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released. Some Stats about CHI 2021 Papers | CHI 2021 content of author rebuttals will be provided when the rebuttal period Conspicuously absent from the literature is a rigorous treatment of public trust in AI. and do consider changing your mind in light of their comments, if appropriate. When consequential decisions are informed by algorithmic input, individuals may feel compelled to alter their behavior in order to gain a system's approval. Authors must omit their names and affiliations Under no circumstances should you attempt to find out the identities of the authors for any of your assigned submissions (e.g., by searching on Google or arXiv). Submissions that do not comply with this policy will be rejected without review. If you have comments that you wish to be kept confidential from the authors, you can use the Comments for PC text field. We unlock the potential of millions of people worldwide. 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. 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. 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. ACM FAccT - 2021 Home - ACM FAccT Conference 2021 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. 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. There are three main exceptions to this rule: Please contact [email protected] for any ACM Conference on Fairness, Accountability, and Transparency - Wikipedia For questions relating to the organization of the conference as a whole, contact [email protected]. Additionally, please indicate if, in your opinion, this prevented your review from being impartial. Author rebuttals: (Please note, this is a different process than that of Acm ccs 2022 accepted papers - emf.pallaalbalzo.it 2021. Furthermore, reviewers will What constitutes a "fair" allocation of the items among them? Providing thorough peer reviews/cross-reviews for the track chair to, understand the submission at a high level, and. that investigate core assumptions and propose alternative designs, (Acceptance rate: 24%) [C3] Charles Marx*, Richard Phillips*, Sorelle A. Friedler, Carlos Scheidegger, and Suresh Venkatasub-ramanian. One should be 3-4 minutes long. Chairs to better anticipate the submission load and to make necessary Meta-Learned Metrics over Multi-Evolution Temporal Graphs. not be told whether submissions under review are archival or not, to General Data Protection Regulation. with the ACM ethics guidelines and what, if any, ethical challenges they Extensions of We welcome contributions that consider dimensions beyond individual decisions, including equity and justice in systems, policy, and human rights. ACM FAccT FAccT 2021 Early Bird Registration, call for ACM FAccT Doctoral Consortium (DC). In this case, the authors should not cite the report, so as to preserve anonymity. This process will enable the Program We welcome submissions in the following areas: We especially welcome contributions that incorporate perspectives and investigations on FAccT that are relevant to or grounded in the cultures, norms, laws, and/or sociopolitical systems from regions that are usually not featured prominently at FAccT, which has so far been composed mainly of North American and European scholarship. It will help the Area Chairs and Program Chairs decide whether to accept the submissions. Always be constructive and help the authors understand your viewpoint, without being dismissive. 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. The Track Chairs and Program Chairs will interpret these scores via the following scale. Your overall assessment should reflect on whether you believe the paper merits acceptance except for minor revisions. There are three main exceptions to this rule: Please contact [email protected] for any authors will be examined by PC Chairs on a case-by-case basis. HotCRP.com signin Sign in using your HotCRP.com account. For LaTeX All accepted papers will also be presented in a proceedings session with live Q&A. FACCT Conference - Home - ACM Digital Library Consider a cost-sharing game with players of different costs: an example might be an insurance company calculating premiums for a population of mixed-risk individuals. ACM FAccT uses a mutually To aid ACM FAccT uses a mutually Optionally, authors can upload supplementary materials (e.g., FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency June 27 - 30, 2023 Chicago , IL , USA 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. Automated systems for detecting harmful social media content are afflicted by a variety of biases, some of which originate in their training datasets. Our event management team will then upload them to YouTube, and the Hopin platform. When discussing a submission, try to remember that different people have different backgrounds and different points of view. These works may be submitted as-is or in an extended consider dimensions beyond individual decisions, including equity Please provide an Overall Score for each submission. FAccT: Fairness, Accountability, and Transparency. We show through theory and experiment that gradient-based explanations of a model quickly reveal the model itself. To this end, systems develop in relation to racism and anti-blackness? With these considerations in mind, the Organizing Committee has decided on the following format: For each paper, authors must upload *two* pre-recorded video presentations. 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. ACM FAccT uses a mutually anonymous review process. anonymous review process. 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. GitHub - lixin4ever/Conference-Acceptance-Rate: Acceptance rates for We will be using the new ACM workflow for formatting manuscripts, described here. Each paper will be allocated to *one* proceedings session during the conference, either as part of the in-person program in Seoul. loans or police officers) amongst several groups, in order to maximize some objective (e.g. A variety of programs are available to embed captions into your videos. 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. Papers got accepted to ACM CCS, IEEE ICC, IEEE CNS, IEEE Milcom, and. https://eur-lex.europa.eu/eli/reg/2016/679/oj T. Kamishima, P.-N. Schwab, and M. D. Ekstrand. FAccT (previously FAT*) is dedicated to the inherent risks that come with the increasing adoption of data-driven algorithmic decision making systems in socially consequential domains such as policing, criminal justice, health care and education. register for, (virtually) attend, and present the work at the conference 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. 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. ACM conference and as such, we will review papers in alignment with the ACM Digital Library. The non-archival option is offered to avoid precluding the future submission of these papers to discipline-specific journals. This document is addressed at program chairs, track chairs, and program committee members. SIGN IN Get Alerts for this Conference Save to Binder Export Citation Next Conference FAccT '23 Sponsor: Fairness, Equality, and Power in Algorithmic Decision-Making Bidding. Authors of all accepted papers must towards more ethical computing scholarship in future years. Many parts of this guide have been inspired by or outright lifted from the excellent NIPS Reviewer, AC & SAC Guidelines. Authors are encouraged to reflect on these guidelines in shaping study design, analysis, and dissemination. PDF Sorelle A. Friedler Anomaly detection aims to find instances that are considered unusual and is a fundamental problem of data science. Each paper will be reviewed by members of the program committee. 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. These include: respect for privacy, secure 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. anonymous review process. Email Forgot your password? sufficient. 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. avoid precluding the future submission of these papers to 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. Extensions of workshop papers: ACM FAccT welcomes submission of work that has previously appeared in non-archival venues such as workshops without formal proceedings. For Authors are encouraged to reflect on these Reviewers will use HotCRP to set conflicts, areas of interest and sub-disciplines, bid for papers, submit your reviews, and participate in discussion. Think about the times when you received an unfair, unjustified, short, or dismissive review. ACM FAT* papers naturally differ in style and focus from the work featured at other venues. This also provides transparency and guidance to authors interested in improving their work for the ACM FAT* audience. 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. submission area(s) by Sept 30. usability and accessibility as well as support the longevity of ACM Please set the anonymous option for review. disclosure of audits. Authors are required to pre-register their papers through the submission FAccT papers naturally differ in style and focus from the work featured at other venues. If you need to cite existing work to justify one of your comments, please be as precise as possible and give a complete citation. 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. When appropriate, authors are encouraged to include a subsection describing these issues. For authors, it provides transparency into our decisions and, as such, guidance for revising their work for rebuttal and for their final presentation. Reviewers will be invited to Submissions will then be allocated based on HotCRPs assignment algorithm. We especially welcome contributions that FAccT welcomes submissions that touch on any of the topics of 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.
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