Jekyll2026-10-04T22:57:13+00:00https://proceedings.mlr.press/r16/feed.xmlProceedings of Machine Learning ResearchProceedings of the 34th Conference on Uncertainty in Artificial Intelligence
Held in Monterey, California, USA on 06-10 August 2018
Published as Reissue 16 by the Proceedings of Machine Learning Research on 04 October 2026.
Volume Edited by:
Amir Globerson
Ricardo Silva
Series Editors:
Tegan Emerson
Hoel Kervadec
Neil D. Lawrence
PMLRLearning Time Series Segmentation Models from Temporally Imprecise Labels2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/adams18a[{"given"=>"Roy", "family"=>"Adams"}, {"given"=>"Benjamin M.", "family"=>"Marlin"}]Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/aditya18a[{"given"=>"Somak", "family"=>"Aditya"}, {"given"=>"Yezhou", "family"=>"Yang"}, {"given"=>"Chitta", "family"=>"Baral"}, {"given"=>"Yiannis", "family"=>"Aloimonos"}]Decentralized Planning for Non-dedicated Agent Teams with Submodular Rewards in Uncertain Environments2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/agrawal18a[{"given"=>"Pritee", "family"=>"Agrawal"}, {"given"=>"Pradeep", "family"=>"Varakantham"}, {"given"=>"William", "family"=>"Yeoh"}]Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/atzmon18a[{"given"=>"Yuval", "family"=>"Atzmon"}, {"given"=>"Gal", "family"=>"Chechik"}]Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/babichev18a[{"given"=>"Dmitry", "family"=>"Babichev"}, {"given"=>"Francis", "family"=>"Bach"}]Sylvester Normalizing Flows for Variational Inference2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/berg18a[{"given"=>"Rianne van den", "family"=>"Berg"}, {"given"=>"Leonard", "family"=>"Hasenclever"}, {"given"=>"Jakub", "family"=>"Tomczak"}, {"given"=>"Max", "family"=>"Welling"}]Sparse-Matrix Belief Propagation2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/bixler18a[{"given"=>"Reid", "family"=>"Bixler"}, {"given"=>"Bert", "family"=>"Huang"}]Sampling and Inference for Beta Neutral-to-the-Left Models of Sparse Networks2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/bloem-reddy18a[{"given"=>"Benjamin", "family"=>"Bloem-Reddy"}, {"given"=>"Adam", "family"=>"Foster"}, {"given"=>"Emile", "family"=>"Mathieu"}, {"given"=>"Yee Whye", "family"=>"Teh"}]Causal Discovery in the Presence of Measurement Error2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/blom18a[{"given"=>"Tineke", "family"=>"Blom"}, {"given"=>"Anna", "family"=>"Klimovskaia"}, {"given"=>"Sara", "family"=>"Magliacane"}, {"given"=>"Joris M.", "family"=>"Mooij"}]Abstraction Sampling in Graphical Models2018-08-06T00:00:00+00:002018-08-06T00:00:00+00:00https://proceedings.mlr.press/r16/broka18a[{"given"=>"Filjor", "family"=>"Broka"}, {"given"=>"Rina", "family"=>"Dechter"}, {"given"=>"Alexander", "family"=>"Ihler"}, {"given"=>"Kalev", "family"=>"Kask"}]