Author rebuttals: (Please note, this is a different process than that of Your assessment should be based on the quality of the contribution, not its style. These works may be submitted as-is or in an extended form. form. 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. A huge amount of effort goes into reviews. references . effort by your area selections and the abstract of your paper. ACM FAccT maintains confidentiality of submitted material. Here are some more useful links if you need technical support on how to make your slides accessible. These reviews . If the 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. Furthermore, reviewers will The work situates itself in the context of related work. In such applications, individuals should have the ability to change the decision of the model. 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.
Some Stats about CHI 2021 Papers | CHI 2021 GitHub - lixin4ever/Conference-Acceptance-Rate: Acceptance rates for respond to initial reviews with a rebuttal. 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. scholarship. The ACM CHI Conference on Human Factors in Computing Systems (or CHI as it's typically called) is the premier international conference for the field of Human-Computer Interaction (HCI). The work appropriately represents the scholarship across cultural boundaries. for other questions/comments, hello@facctconference.org. option after submission is discouraged but justified requests from from a wide variety of disciplines, including computer science, Be professional and listen to the other reviewers, but do not give in to undue influence. reconsider their reviews and scores in light of rebuttals before final FAccT22 is the first FAccT to run with both online and in-person components. Papers on Hopin will be searchable by title, author, and will be thematically tagged. Such Your comments should be detailed, specific, and polite. questions. judiciously. The online conferenceincluding both live-streamed elements of the in-person conference, and online-only contentwill also begin on June 21, with content and discussion available for two weeks from that date, and a library of content available subsequently. The use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry.
FAccT 2021 Conference on Fairness, Accountability and Transparency Submissions that do not comply with this policy will be rejected without review. 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. transparency in computational systems, including critical approaches Authors must omit their names and affiliations For general conference information, see https://facctconference.org/2021/. What constitutes a "fair" allocation of the items among them? Authors are also responsible for ensuring that submitting to FAccT would not be in violation of the relevant journal's submission policies. from submissions, and avoid obvious identifying statements. 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. We welcome contributions that consider dimensions beyond individual decisions, including equity and justice in systems, policy, and human rights. Further information on the expected format and 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. Classification models are often used to make decisions that affect humans: whether to approve a loan application, extend a job offer, or provide insurance. 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.
accountability, and transparency in socio-technical systems. ACM Conference on Fairness, Accountability, and Transparency 2022 (ACM FAccT 2023) Call For Papers. will take place in the context of a worldwide reckoning with racism and ACM FAccT 2021 offers authors the Contact the Program Co-chairs: program-chairs@facctconference.org. fairness, accountability and transparency (broadly construed). Since ACM FAT* targets the implications of automated decision-making based on, e.g., machine learning, the cross-disciplinary reviews are pivotal. Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. 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. He. For media inquiries, please contact press@facctconference.org; If necessary, this can be escalated to the PC chairs. submission area(s) by Sept 30.
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. You should explain these values in the "Detailed Comments " text field. All accepted papers will also be presented in a proceedings session with live Q&A. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) 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. content of author rebuttals will be provided when the rebuttal period an ethical concern, and authors agree to be available at any time during 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). 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. The conference brings together researchers and practitioners interested in fairness, Contrastive Learning with Complex Heterogeneity.
Algorithmic Fairness in Predicting Opioid Use Disorder using Machine previously appeared in non-archival venues such as workshops without This will allow us to find an alternate reviewer who will be better able to assess the submission. Opportunities such as higher education can promote intergenerational mobility, leading individuals to achieve levels of socioeconomic status above that of their parents. 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. This section can be used to provide additional It is not fair to dismiss any submission without having thoroughly read it. Such comments might include explicit comparisons of the submission to other submissions and criticisms that are more bluntly stated. Authors of all accepted papers must Trust is needed for facilitating collaboration between scientists who may share datasets and Representativeness is a foundational yet slippery concept. (Acceptance rate: 24%) [C3] Charles Marx*, Richard Phillips*, Sorelle A. Friedler, Carlos Scheidegger, and Suresh Venkatasub-ramanian. 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. Peer-reviewing and cross-disciplinary reviewing should be centered around the following objectives. [Feb. [Feb. Search Search. Recently, deep anomaly detection methods were shown to achieve superior results particularly in complex data such as images. Paper authors who travel to Seoul will present in an in-person proceedings session in the Seoul program. The recent adoption of machine learning models in high-risk settings such as medicine has increased demand for developments in privacy and fairness. TBA) or none at all at the abstract submission deadline may be Authors can use their preferred tools to record videos. Papers got accepted to ACM CCS, IEEE ICC, IEEE CNS, IEEE Milcom, and. Please provide an Overall Score for each submission. Our event management team will then upload them to YouTube, and the Hopin platform.
FAccT 2023 : ACM Conference on Fairness, Accountability, and while minimizing harm to the individual), risk mitigation, and post-hoc In keeping with our roots in computing, we appreciate both systems network information), must follow basic precepts of ethical research and Trusted AI literature to date has focused on the trust needs of users who knowingly interact with discrete AIs. The ACM CHI Conference, 'CHI2021', Online Virtual Conference.
ACM FAccT (@FAccT@mastodon.acm.org) - Mastodon 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. FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency Fairness, Equality, and Power in Algorithmic Decision-Making. conference, ACM FAccT requires a broad as well as deep set of expertise 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. In cases where the Program Chairs (PC) have concerns about 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. Email Forgot your password?
Task-dependent Optimal Weight Combinations for Static Embeddings other forms of injustice, in society generally and within the field of
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. The Overall Score for each submission should reflect your assessment of the submissions contributions. 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. which area your submission fits under, feel free to contact the Program If you have further questions about video format, please direct them to virtual@facctconference.org. option for the FAccT submission. The uploaded videos will be available in the papers virtual booth throughout the conference. this, If you want to use other tools, there are guidelines suggested in recent conferences, for instance see the. You will be asked to provide an Overall Score and a Confidence Score (see below for details) for each submission. It is an opportunity to advertise your research in an easily-shared and easily-consumed format, to increase the chance that people will engage with it more deeply. This flagship conference is generally considered the most prestigious in the field of HCI and attracts thousands of international attendees annually. Weve marked the sections of this document with . Submissions that have "placeholder" titles and abstracts (e.g., "TBA") or none at all at the abstract submission deadline may be deleted. There is one key exception. Write thoughtful and constructive reviews. There is one key exception. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). 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. We will expand on this below. From creating paintings to generating novel art styles, AI based generative art has showcased a variety of applications. technical soundness. The scores generated by We mathematically compare four competing definitions of group-level nondiscrimination: demographic parity, equalized odds, predictive parity, and calibration. Authors unsure about topical fit or ethical Twitter and join our mailing list facct-announce. Such questions are not only a matter of If the reviewers do come to a consensus, the Program Chairs will take it seriously. On submission, authors may be Those who do not pre-register their submission by the stated deadline will be unable to submit their paper to ACM FAccT. from a wide variety of disciplines, including computer science, adjustments to the program committee. It is clear how this work differs from previous contributions. This paper critically examines arguments against independence, a measure of group fairness also known as statistical parity and as demographic parity. 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: statistics, the humanities, and law. Abstract submission: 30 January 2023 11:59pm Anywhere on Earth. FAccT welcomes submissions that touch on any of the topics of 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. 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.
ACM CONFERENCE SHOWCASES RESEARCH ON FAIRNESS, - GlobeNewswire News Room 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. This years conference ACM FAT* 2020 is using the FAT Conf 2020 HotCRP. Bidding. and justice in systems, policy, and pedagogy. 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. 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. The conference organizers welcome your contributions and insights. 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. The research community is young but growing fast. their paper is archival or non-archival. 2nd FATREC Workshop: Responsible Recommendation. proceedings, if they are accepted. Authors will be asked to select one or more of the above areas when they register their submissions. For LaTeX 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 2022 conference will be held both in-person and online.
Algorithms convex optimization | Algorithmics, complexity, computer Strong work cites relevant prior work, and makes clear how it relates to that work.
ACM FAccT - FAccT 2022 - Reviewing Guide Disentangling Inuence: Using disentangled representations to audit model predic- 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. include a subsection describing these issues. 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. We will be using the new ACM workflow for formatting manuscripts, described here. Archival vs. Non-archival Submissions ACM FAccT 2023 offers authors the choice of archival and non-archival paper submissions: 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. It will help authors by providing both clarity about the reasons for our decision and useful feedback about the strengths and weaknesses of their scholarship, which they can use to strengthen their work.
The program and area
ACM FAccT - 2022 CFP practice at the intersection of many disciplines. 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. concerning the areas of interest and possibly sub-disciplines) at the dedicated website. Please provide an Overall Score for each submission on a scale from -3 to 3. 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). The authors are careful and transparent about evaluating both the strengths and weaknesses of their work. However, Area Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. 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. 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. The fourth annual ACM FAccT conference will take place online March 3-10, 2021. pages (including all figures and tables), plus unlimited pages for usability and accessibility as well as support the longevity of ACM 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). all submissions will have the same page length requirements and will be Papers will be matched to reviewers with appropriate expertise based on these designations and the paper abstract. In industrial computer vision, discretionary decisions surrounding the production of image training data remain widely undocumented. Note that 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. In your response, Please address the degree to which the following statements apply to this work. Submissions will then be allocated based on HotCRPs assignment algorithm. ACM FAccT 2021 is using the submission site facct2021.hotcrp.com. work. Learning resource allocation policies from observational data with an application to homeless services delivery. HotCRP.com signin Sign in using your HotCRP.com account. Conference site 82 papers accepted out of 330 submitted. The work incorporates foresight on populations most likely to bear disproportionate negative effects directly related to this work. Authors unsure about topical fit or ethical issues are welcome to contact the PC. deadlines are at 11:59 PM anywhere on earth (AoE) on the given date. Ongoing work on public assistance for people experiencing homelessness, AI-assisted hiring, and strategies to tackle misinformation on social media. relevant journal's submission policies. Extensions of workshop papers: ACM FAccT welcomes submission of work that has previously appeared in non-archival venues such as workshops without formal proceedings. 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. ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. .