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). UAI 2016 will be held in the New York City area, at the Westin Jersey City Newport Hotel (located across the Hudson river from Manhattan), from June 25th to 29th, 2016. The conference will be located close in time and location with the ICML 2016 (June 19-24, 2016 in New York, New York) conference.