ONE WEEK LEFT to register paper submissions for ACM FAT* 2019, the second Conference on Fairness, Accountability, and Transparency. Abstracts must be registered by Aug. 16; full manuscripts are due one week later on Aug. 23. Read the full Call for Papers and submit your papers via HotCRP here: https://fatconference.org/2019/cfp.html We also invite proposals for tutorials. Tutorial submissions are due Sep. 13. FAT* tutorials will be in three categories: hands-on tutorials, demonstrating software packages for research in fairness, accountability, and transparency; translation tutorials, translating concepts in either direction between computer science and law, policy, and social science; and implications tutorials discussing known legal, policy, medical, or socio-economic effects of unfairness, lack of interpretability, data biases, or other computational challenges addressed by ACM FAT*. Full details are in the Call for Tutorials: https://fatconference.org/2019/cftutorials.html We look forward to your submissions. Michael and Michael Publicity co-chairs, ACM FAT* 2019 -- Michael D. Ekstrand — michaelekstrand@boisestate.edu — https://md.ekstrandom.net Assistant Professor, Dept. of Computer Science, Boise State University People and Information Research Team (PIReT) — http://coen.boisestate.edu/piret/