Jekyll2026-10-04T22:49:02+00:00https://proceedings.mlr.press/r9/feed.xmlProceedings of Machine Learning ResearchProceedings of the 27th Conference on Uncertainty in Artificial Intelligence
Held in Barcelona, Spain on 14-17 July 2011
Published as Reissue 9 by the Proceedings of Machine Learning Research on 04 October 2026.
Volume Edited by:
Fabio Cozman
Avi Pfeffer
Series Editors:
Tegan Emerson
Hoel Kervadec
Neil D. Lawrence
PMLRGraphical Models for Bandit Problems2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/amin11a[{"given"=>"Kareem", "family"=>"Amin"}, {"given"=>"Michael", "family"=>"Kearns"}, {"given"=>"Umar", "family"=>"Syed"}]Extended Lifted Inference with Joint Formulas2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/apsel11a[{"given"=>"Udi", "family"=>"Apsel"}, {"given"=>"Ronen I.", "family"=>"Brafman"}]Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/asmuth11a[{"given"=>"John", "family"=>"Asmuth"}, {"given"=>"Michael L.", "family"=>"Littman"}]Fractional Moments on Bandit Problems2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/b11a[{"given"=>"Ananda Narayanan", "family"=>"B"}, {"given"=>"Balaraman", "family"=>"Ravindran"}]Solving Cooperative Reliability Games2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/bachrach11a[{"given"=>"Yoram", "family"=>"Bachrach"}, {"given"=>"Reshef", "family"=>"Meir"}, {"given"=>"Michal", "family"=>"Feldman"}, {"given"=>"Moshe", "family"=>"Tennenholtz"}]Active Diagnosis via AUC Maximization: An Efficient Approach for Multiple Fault Identification in Large Scale, Noisy Networks2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/bellala11a[{"given"=>"Gowtham", "family"=>"Bellala"}, {"given"=>"Jason", "family"=>"Stanley"}, {"given"=>"Clayton", "family"=>"Scott"}, {"given"=>"Suresh K.", "family"=>"Bhavnani"}]Semi-supervised Learning with Density Based Distances2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/bijral11a[{"given"=>"Avleen S.", "family"=>"Bijral"}, {"given"=>"Nathan", "family"=>"Ratliff"}, {"given"=>"Nathan", "family"=>"Srebro"}]Deconvolution of mixing time series on a graph2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/blocker11a[{"given"=>"Alexander W.", "family"=>"Blocker"}, {"given"=>"Edoardo M.", "family"=>"Airoldi"}]Portfolio Allocation for Bayesian Optimization2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/brochu11a[{"given"=>"Eric", "family"=>"Brochu"}, {"given"=>"Matthew W.", "family"=>"Hoffman"}, {"given"=>"Nando", "family"=>"Freitas", "prefix"=>"de"}]Factored Filtering of Continuous-Time Systems2011-07-14T00:00:00+00:002011-07-14T00:00:00+00:00https://proceedings.mlr.press/r9/celikkaya11a[{"given"=>"E. Busra", "family"=>"Celikkaya"}, {"given"=>"Christian R.", "family"=>"Shelton"}, {"given"=>"William", "family"=>"Lam"}]