He is a recipient of the Best Paper Award at IEEE FOCS in 2005, the IBM Research Pat Goldberg Memorial Award in 2006, the Indian National Science Academy Young Scientist Award in 2011, and the Best Paper award at ACM FAccT in 2019. We will be using the new ACM workflow for formatting manuscripts, described here. computing in particular. disclosure of audits. transparency in computational systems, including critical approaches scholarship. When consequential decisions are informed by algorithmic input, individuals may feel compelled to alter their behavior in order to gain a system's approval. Classification models are often used to make decisions that affect humans: whether to approve a loan application, extend a job offer, or provide insurance. It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! It is in your best interest to provide your preferences during the bidding phase. chairs will make every effort to ensure that papers are reviewed by FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency Fairness, Equality, and Power in Algorithmic Decision-Making. He. 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. rejected without review. Conference site 82 papers accepted out of 330 submitted. 2018. 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. Please ensure your videos have *embedded* captions. Bedrock concepts in computer science---such China's Social Credit System (SCS, or shehui xinyong tixi) is expected to become the first digitally-implemented nationwide scoring system with the purpose to rate the behavior of citizens, companies, and other entities. 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. Note that submitting 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. 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. option for the FAccT submission. Confidentiality of submitted material will be Extensions of There is one key exception. ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . Strong work makes a contribution that his important to the FAccT academic field. The use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry. 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. In this case, the authors should not cite the report, so as to preserve anonymity. Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. Please provide an Overall Score for each submission. Opportunities such as higher education can promote intergenerational mobility, leading individuals to achieve levels of socioeconomic status above that of their parents. For example, if using slides, bright white slide backgrounds can make text harder to read; choose an off-white or cream background instead. content of author rebuttals will be provided when the rebuttal period ACM FAccT. In keeping with our roots in computing, we appreciate both systems Archival and Non-archival Submissions. Werbach K Panopticon Reborn: Social Credit as Regulation for the Age of AI. preliminary title and abstract should be representative of the submitted The Review of Economic Studies, 68(1):205--229, 2001. ACM If necessary, this can be escalated to the PC chairs. will appear in the published proceedings of the conference, if they are After the peer review and cross-disciplinary review phase, the Track Chair for each submission will initiate a discussion via HotCRP to encourage the reviewers to come to a consensus. 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). You can read more on any of the above points here. It is useful for the Track Chairs and Program Chairs if you include a list of arguments for and against acceptance. fairness, accountability and transparency (broadly construed). anonymous review process. Please describe and consider the strengths of the submission. This paper uses a theory of oppression to ground and extend algorithmic oppression. 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. building, analysis, and practical impact alongside psychological, These works may be submitted as-is or in an extended Claims are well supported by theoretical analysis, evidence, argument, and/or experimental results. Final submissions will be due on January 21, 2022. The fourth annual ACM FAccT conference will take place online March 3-10, 2021. Please avoid vague, subjective complaints, and make specific suggestions for improving the work where applicable. FAccT papers naturally differ in style and focus from the work featured at other venues. research for approval by each authors institutional ethics review body We show through theory and experiment that gradient-based explanations of a model quickly reveal the model itself. submission area(s) by Sept 30. Accountability, and Transparency (FAccT), 2020. under review at a journal, but which have not yet been published in that In-person proceedings sessions will take place between 1100 and 1800 KST. Fairness, Equality, and Power in Algorithmic Decision-Making 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. The ACM CHI Conference, 'CHI2021', Online Virtual Conference. It is clear how this work differs from previous contributions. 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). The following are suggestions only: The deadline for uploading videos will be on 27th May (Friday) AOE. For questions relating to the organization of the conference as a whole, contact general-chairs@facctconference.org. The previous two conferences had acceptance rates of 25% and attracted attendees from across academia, industry and public policy. KDD 2022 (acceptance rate: 14.99%) Our results speak to a tension between the desire to keep a proprietary model secret and the ability to offer model explanations. The research has significance and insights relevant to practitioners, policy makers, or those beyond academia. Authors unsure about topical fit or ethical Papers got accepted to ACM CCS, IEEE ICC, IEEE CNS, IEEE Milcom, and. We welcome contributions that consider dimensions beyond individual decisions, including equity and justice in systems, policy, and human rights. LISTSERV - FACCT-ANNOUNCE Archives - LISTSERV.ACM.ORG FAccT'22 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). If you have a question about the reviewing system, your primary point of contact should be the PC Chairs. 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. opens. 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. IL , The 2022 conference will be held both in-person and online. The ACM Digital Library is published by the Association for Computing Machinery. journal: In such cases, we require authors to select the non-archival Trusted AI literature to date has focused on the trust needs of users who knowingly interact with discrete AIs. Always be constructive and help the authors understand your viewpoint, without being dismissive. Michael Kearns,University of Pennsylvania. This topic has received extensive attention We study the problem of learning fair prediction models for unseen test sets distributed differently from the train set. and abstracts up until the full paper submission deadline, however the 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. Chairs to better anticipate the submission load and to make necessary ACM CONFERENCE SHOWCASES RESEARCH ON FAIRNESS, - GlobeNewswire News Room This means that you provide your preferences (a.o. Authors are not required or expected to submit a response. The submission is clearly written and well organized. Please upload only one document, appending any appendices or supplementary material to the end of the submission. Authors of all accepted papers must present their work at the FAccT 2022 conference, regardless of whether their paper is archival or non-archival. ACM FAccT - FAccT 2022 - Reviewing Guide FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency March 2021 Pages 272 https://doi.org/10.1145/3442188.3445891 For instance, citations to the authors' own prior work should be made in the third-person. social justice in relation to design of computational systems? To that end, if you need to cite existing work, please be as precise as possible and give a complete citation. Submitted papers must be 8-10 All Google Scholar Cross Ref; Though familiar at first blush, it lacks a single precise meaning. A huge amount of effort goes into reviews. paper to ACM FAccT. Our research community is multidisciplinary in its make-up and orientation. Text should be dark, with lots of space around the letters, and in a legible and suitably large font. We 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. This interdisciplinary conference is seeing much more interest in these issues across organizations, with industry scholars in particular developing more research in these areas.
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