The Conference on Uncertainty in Artificial Intelligence (UAI) is one of the premier international conferences on research related to knowledge representation, learning, and reasoning in the presence of uncertainty. UAI is supported by the Association for Uncertainty in Artificial Intelligence (AUAI).

The conference has been held every year since 1985. The dates of the 37th edition (UAI 2021) are:

  • Main conference: July 27th - July 29th, 2021
  • Workshops: July 30th, 2021

The conference is fully online on Underline. There were 2100 registrations. The main conference features a program with invited keynote talks by Susan Murphy, Eric Horvitz, Lenka Zdeborov√°, Judea Pearl, Ankur Moitra, a townhall, workshops, and selected peer-reviewed papers. All accepted papers are presented in poster sessions and spotlight presentations in a single plenary track to ensure good visibility. Selected papers have longer presentations and an assigned discussant to foster debate. All accepted papers are published in Volume 161 of Proceedings of Machine Learning Research (PMLR). The workshops on Friday allow for smaller meetings on current topics.