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 upcoming 37th edition (UAI 2021) are:

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

The paper submission deadline was February 20, 2021 (23:59 UTC). We invite papers that describe novel theory, methodology and applications related to artificial intelligence, machine learning and statistics. Papers will be assessed in a rigorous double-blind peer-review process by our program committee and senior program committee, based on their novelty, technical quality, potential impact and clarity of writing. Please see the call for papers for more information. We also invite the submission of workshop proposals. The deadline is March 8, 2021 (23:59 UTC).

The conference will be held fully online. All accepted papers will be presented in poster sessions and spotlight presentations in a single plenary track to ensure good visibility. Selected papers will have longer presentations and an assigned discussant to foster debate. All accepted papers will be published in a volume of Proceedings of Machine Learning Research (PMLR).