Dear all, The Call for Papers for ACM FAccT 2022 is now open! Details can be found at: https://facctconference.org/2022/cfp.html 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). We welcome contributions that consider dimensions beyond individual decisions, including equity and justice in systems, policy, and human rights. We welcome submissions in the following areas: Algorithm Development e.g. Fairness; Interpretable and explainable models; Causality; Data collection and curation Data and Algorithm Evaluation e.g. Metrics; Audits; Evaluations, both quantitative and qualitative Applications e.g. Natural Language Processing; Computer vision; Health;Information retrieval; Recommender systems; Programming languages; Databases Human Factors e.g. Human-computer interaction; Humans-in-the-loop; Information visualization; UX design; Community or participatory-research design Privacy and Security e.g. Formal approaches; Privacy-preserving models; Usable privacy and security Law e.g. Data protection; Non-discrimination; Fair Procedures; Human Rights; Oversight mechanisms Policy e.g. Organizational governance; Codes of ethics; models from historically marginalized perspectives Historical and Cultural Critiques e.g. Interrogating foundational concepts; Bridging critical concepts across fields; Historical perspectives on FAccT issues Philosophy e.g. Philosophical foundations of machine learning; values in scientific inquiry; social epistemology; moral, legal and political philosophy of data and AI Social Sciences e.g. Algorithms and computing in organizations and institutions, including education; Social and cultural shaping of algorithmic phenomena; algorithmic impacts on social phenomena 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. Announcements about our call for tutorials, CRAFT, a doctoral colloquium and a number of special initiatives to follow soon! Questions? Contact the Program Co-chairs: program-chairs@facctconference.org. And stay tuned for updates by following @facctconference on Twitter or joining the FACCT-ANNOUNCE listserv. Paper pre-registration: November 19, 2021 Paper submission: December 3, 2021 Conference: week of June 20, 2022 All deadlines are at 11:59 PM anywhere on earth (AoE) on the given date. Best wishes, Deb Raji & Annette Zimmermann Publicity Co-Chairs Fairness, Accountability and Transparency conference