General Data Protection Regulation. 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. Your comments should be detailed, specific, and polite. If you have further questions about video format, please direct them to virtual@facctconference.org. Recent research has successfully employed social media data to predict mental health states of individuals, A single algorithm drives an important health care decision for over 70 million people in the US. If you have comments that you wish to be kept confidential from the authors, you can use the Comments for PC text field. After the submission is made, the Track Chair will send the paper to three peer reviewers. 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. Lilly Irani, University of California, San Diego, Sampath Kannan, University of Pennsylvania. 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. Although you may have the opportunity to review this rebuttal and revise your recommendation, generally speaking, your overall assessment should reflect on whether you believe the paper merits acceptance except for minor revisions. rejected without review. Confidentiality of submitted material will be If using LaTeX, please use the template given in sample-manuscript.tex when downloading the latest version of the ACM LaTeX documents. PDF Sorelle A. Friedler You may Consequential decision-making typically incentivizes individuals to behave strategically, tailoring their behavior to the specifics of the decision rule. Please provide an Overall Score for each submission. Online presentations may be either live or pre-recorded. We This also provides transparency and guidance to authors interested in improving their work for the ACM FAT* audience. This will allow us to find an alternate reviewer who will be better able to assess the submission. 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. Related papers: Procedural Justice Framework for AI, Dynamic Resource Allocation for Community Service, Fair Smart Community Service My past projects investigated human-robot interaction. This means that you provide your preferences (a.o. option for the FAccT submission. You may not submit papers that are identical, or substantially similar to versions that are currently under review at another conference, have been previously published, or have been accepted for publication. If you have a question about the reviewing system, your primary point of contact should be the PC Chairs. The PC will take a broad view of what constitutes from a wide variety of disciplines, including computer science, FAccT 2023 : ACM Conference on Fairness, Accountability, and Authors of all accepted papers must ethical considerations. We welcome submissions in the following areas: FAccT is an ACM conference about computing, dedicated to rigorous Online proceedings sessions will take place between 2100 and 0200 KST (TBC). 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. practice at the intersection of many disciplines. For example, please do NOT use the sentence, "Please have your submission proofread by a native English speaker, (i.e., avoid the phrase native English speaker). FAccTRec 2021: The 4th Workshop on Responsible - ACM Conferences CFP - easychair.org 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. FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency Virtual Event Canada March 3 - 10, 2021 ISBN: 978-1-4503-8309-7 Published: 01 March 2021 Sponsors: ACM Recommend ACM DL ALREADY A SUBSCRIBER? effort by your area selections and the abstract of your paper. conference, ACM FAccT requires a broad as well as deep set of expertise This is a more robust approach which will work better with our planned back-end workflow. ACM FAccT 2021 offers authors the On submission, authors may be Submitted papers must be 12-15 pages (including all figures and tables) in the new single column format, plus unlimited pages for references. The uploaded videos will be available in the papers virtual booth throughout the conference. : 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. chairs will make every effort to ensure that papers are reviewed by Paper authors who travel to Seoul will present in an in-person proceedings session in the Seoul program. 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). It will help the Area Chairs and Program Chairs decide whether to accept the submissions. subscribe to community norms. Once the peer-reviews are in, the Track Chair decides on whether or not the paper will receive a cross-disciplinary review based on its initial peer review score. (September 2022) This article relies excessively on references to primary sources. Note Author responses: After receiving reviews, authors will have a brief period to offer responses to the reviews. Review content serves two purposes. Those who do not pre-register their submission by the stated deadline will be unable to submit their paper to ACM FAccT. While it allows sellers to increase their profits, it also raises several concerns in terms of fairness. 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. It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! Authors are not required or expected to submit a response. Conference: 12-15 June 2022 Chicago, IL. discipline-specific journals. content of author rebuttals will be provided when the rebuttal period The Area Chairs and Program Chairs will interpret Overall Scores via the following scale: The focus here is whether the papers level of quality allows it to make a significant contribution to key conversations in FAccT related fields. Google Scholar Cross Ref; Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. Try not be that reviewer! And stay tuned for updates by following @facctconference on Twitter or joining the FACCT-ANNOUNCE listserv. Ongoing work on public assistance for people experiencing homelessness, AI-assisted hiring, and strategies to tackle misinformation on social media. We unlock the potential of millions of people worldwide. He was elected an ACM Fellow in 2019. last year, papers and position papers are in scope for the Reviewer consensus is valuable, but it is not mandatory. under review at a journal, but which have not yet been published in that proceedings. 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. [1] formatting rules, or papers exceeding the specified page length, may be Using elasticities to derive optimal income tax rates. 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. Our assessments, publications and research spread knowledge, spark enquiry and aid understanding around the world. Contrastive Learning with Complex Heterogeneity. One should be 3-4 minutes long. Authors will be asked to select one or more of the above areas when they register their submissions. To this end, practices, and policies. accepted. in length. statistics, law, social sciences, the humanities, and education. What Do Acceptance Rates Really Mean? | CollegeVine Blog usability and accessibility as well as support the longevity of ACM FAccT: Fairness, Accountability, and Transparency. sufficient. Further information on the expected format and reconsider their reviews and scores in light of rebuttals before final submissions violate our dual submission policy and will be removed from You should not let the authors identities influence your decision in any way. In Proceed- on Fairness, Accountability, and Transparency, FAccT ings of the Fourteenth Workshop on Semantic Evalua- '21, page 610-623, New York, NY, USA. Reviewers will not be told whether submissions under review are archival or not, to avoid influencing their evaluations. ACM FAccT 2022 Call For Papers Humanising Machine Intelligence proceedings, if the previously published version does not exceed 4 pages Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. previously appeared in non-archival venues such as workshops without . Min Kyung Lee, Ph.D. - minlee.net 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. When consequential decisions are informed by algorithmic input, individuals may feel compelled to alter their behavior in order to gain a system's approval. At least one author of each accepted paper is required to The State of AI in 9 Charts - Stanford HAI 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. 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. A long line of work has therefore sought to counteract strategic behavior by designing more We study a two-stage model, in which students are 1) admitted to college on the basis of an entrance exam which is a noisy signal about their qualifications (type), and then 2) those students who were admitted to college can be hired by an employer as a We identify and explore differential access to population-level signaling (also known as information design) as a source of unequal access to opportunity. 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. FACCT Conference - Home - ACM Digital Library Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released. Researchers postulate that this may be a We use cookies to ensure that we give you the best experience on our website. social, and institutional analyses. Abstract submission: 30 January 2023 11:59pm Anywhere on Earth. The Overall Score for each submission should reflect your assessment of the submissions contributions. from submissions, and avoid obvious identifying statements. There is one key exception. ACM FAccT Conference to explore latest research on fairness and ethics anonymous review process. technical soundness. 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). A natural remedy is to remove such features from the model. AI ethics research conference suspends Google sponsorship It can be tempting to comment only on the weaknesses. 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. Our research community is multidisciplinary in its make-up and orientation. 2.556; the score needed to be in the top 25.7% (acceptance rate for CHI2019). June 12-15, 2023 in Chicago, USA. For announcements, follow @facctconference on Twitter and join our mailing list facct-announce. Q&A will be live in both cases. Upon acceptance, the titles, authorship, and abstracts of Copyright 2023 ACM, Inc. Authors are also responsible for and ethnic studies, migration studies, work on disability and other You will be asked to provide an Overall Score and a Confidence Score (see below for details) for each submission. 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. ACM ethics guidelines. 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. from a wide variety of disciplines, including computer science, The purpose of the shorter video is to increase engagement in your work. IL , We will be using the new ACM workflow for formatting manuscripts, described here. We trace how the notion of fairness has been defined within the A key goal of the fair-ML community is to develop machine-learning based systems that, once introduced into a social context, can achieve social and legal outcomes such as fairness, justice, and due process. ACM FAccT - 2022 CFP 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. ACM FAccT 2022 offers authors the choice of archival and non-archival paper submissions: 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. Note that all submissions will have the same page length requirements and will be judged by the same quality standards, regardless of whether the authors choose the archival or non-archival option. 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. Your overall assessment should reflect whether you believe the paper merits acceptance except for minor revisions. In this case, the authors should not cite the report, so as to preserve anonymity. storage of sensitive data, voluntary and informed consent if users are As of May 9, about 65% of registrations include in-person attendance. asked to prepare an optional, brief explanation of how their work aligns ACM FAT* papers naturally differ in style and focus from the work featured at other venues. will shift to the new ACM workflow for article templates and publication This section can be used to provide additional Disentangling Inuence: Using disentangled representations to audit model predic- For instance, citations to the authors' own prior work should be made in the third-person. Write thoughtful and constructive reviews. 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. Papers got accepted to ACM CCS, IEEE ICC, IEEE CNS, IEEE Milcom, and. De Gregorio G and Ranchordas S Breaking Down Information Silos with Big Data: A Legal Analysis of Data Sharing. #FAccT2023 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: Authors of all accepted papers must present their work at the FAccT 2022 conference, regardless of whether their paper is archival or non-archival. 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. ensuring that submitting to FAccT would not be in violation of the Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. 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. Research challenges are not limited to technological solutions regarding potential bias, but include the question of whether decisions should be outsourced to data- and code-driven computing systems. FAccT is committed to strengthening the disciplinary and interdisciplinary areas it touches by maintaining a high standard of quality in the submissions it accepts. Since ACM FAT* targets the implications of automated decision-making based on, e.g., machine learning, the cross-disciplinary reviews are pivotal. For LaTeX Authors will be able to make changes to their titles 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. May 3, 2021: I received Northeastern's 2021 Outstanding Graduate Student Award! form. 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. an ethical concern, and authors agree to be available at any time during Authors will be able to make changes to their titles and abstracts up until the full paper submission deadline, however the preliminary title and abstract should be representative of the submitted work. Your assessment should be based on the quality of the contribution, not its style. relevant journal's submission policies. Your video must have *embedded* captions (see next section). chairs for clarification. 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. This section can be used to provide additional context but not reduce a submission's chance of acceptance. ACM FAccT (@FAccT@mastodon.acm.org) - Mastodon Authors are required to pre-register their papers through the submission 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. adjustments to the program committee. choice of archival and non-archival paper submissions: The non-archival option is offered to 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. format. building, analysis, and practical impact alongside psychological, When appropriate, authors are encouraged to include a subsection describing these issues. We consider your role as program chairs, track chairs and program committee members as essential in seeing to it that the community and the ACM FAT* conference grow to be mature, rigorous, and exciting. Bidding. Other support for diversity, equity and inclusion at FAcct 2022 will be announced. This paper uses a theory of oppression to ground and extend algorithmic oppression. Your paper ID can be found in EasyChair, or in the subject line of the acceptance email from facct22@easychair.org (sent in early April). Reviewers will be invited to Non-archival papers will only appear as abstracts in the content. Note that ACM FAccT - FAccT 2022 - Reviewing Guide ACM CONFERENCE SHOWCASES RESEARCH ON FAIRNESS, - GlobeNewswire News Room For general conference information, see https://facctconference.org/2021/. Please describe and consider the strengths of the submission. FAccT is an What kinds of marginalization are relevant to This typically corresponds to about 8,000 words for the main Submitted papers must be 8-10 However, in this work, we show that removing spurious features Training and evaluation of fair classifiers is a challenging problem. Caliskan_CV_Brookings.pdf - AYLIN CALISKAN Assistant ACM FAccT 2022 [Distinguished Paper Award] (acceptance rate: 25%) D. Fu, L. Fang, R. Maciejewski, V. Tovik, and J. Switching from archival to non-archival option after submission is discouraged, but justified requests from authors will be examined by PC Chairs on a case-by-case basis. It is clear how this work differs from previous contributions. Authors are encouraged to reflect on these 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.
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