Jekyll2026-10-04T22:50:53+00:00https://proceedings.mlr.press/r10/feed.xmlProceedings of Machine Learning ResearchProceedings of the 28th Conference on Uncertainty in Artificial Intelligence
Held in Catalina Island, CA, USA on 14-18 August 2012
Published as Reissue 10 by the Proceedings of Machine Learning Research on 04 October 2026.
Volume Edited by:
Nando de Freitas
Kevin Murphy
Series Editors:
Tegan Emerson
Hoel Kervadec
Neil D. Lawrence
PMLRLearning to Rank With Bregman Divergences and Monotone Retargeting2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/acharyya12a[{"given"=>"Sreangsu", "family"=>"Acharyya"}, {"given"=>"Oluwasanmi", "family"=>"Koyejo"}, {"given"=>"Joydeep", "family"=>"Ghosh"}]Markov Determinantal Point Processes2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/affandi12a[{"given"=>"Raja Hafiz", "family"=>"Affandi"}, {"given"=>"Alex", "family"=>"Kulesza"}, {"given"=>"Emily B.", "family"=>"Fox"}]Toward Large-Scale Agent Guidance in an Urban Taxi Service2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/agussurja12a[{"given"=>"Lucas", "family"=>"Agussurja"}, {"given"=>"Hoong Chuin", "family"=>"Lau"}]Uncertain Congestion Games with Assorted Human Agent Populations2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/ahmed12a[{"given"=>"Asrar", "family"=>"Ahmed"}, {"given"=>"Pradeep", "family"=>"Varakantham"}, {"given"=>"Shih-Fen", "family"=>"Cheng"}]Budget Optimization for Sponsored Search: Censored Learning in MDPs2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/amin12a[{"given"=>"Kareem", "family"=>"Amin"}, {"given"=>"Michael", "family"=>"Kearns"}, {"given"=>"Peter", "family"=>"Key"}, {"given"=>"Anton", "family"=>"Schwaighofer"}]Variational Dual-Tree Framework for Large-Scale Transition Matrix Approximation2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/amizadeh12a[{"given"=>"Saeed", "family"=>"Amizadeh"}, {"given"=>"Bo", "family"=>"Thiesson"}, {"given"=>"Milos", "family"=>"Hauskrecht"}]Exploiting Uniform Assignments in First-Order MPE2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/apsel12a[{"given"=>"Udi", "family"=>"Apsel"}, {"given"=>"Ronen I.", "family"=>"Brafman"}]Plackett-Luce regression: A new Bayesian model for polychotomous data2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/archambeau12a[{"given"=>"Cedric", "family"=>"Archambeau"}, {"given"=>"Francois", "family"=>"Caron"}]Deterministic MDPs with Adversarial Rewards and Bandit Feedback2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/arora12a[{"given"=>"Raman", "family"=>"Arora"}, {"given"=>"Ofer", "family"=>"Dekel"}, {"given"=>"Ambuj", "family"=>"Tewari"}]Video In Sentences Out2012-08-14T00:00:00+00:002012-08-14T00:00:00+00:00https://proceedings.mlr.press/r10/barbu12a[{"given"=>"Andrei", "family"=>"Barbu"}, {"given"=>"Alexander", "family"=>"Bridge"}, {"given"=>"Zachary", "family"=>"Burchill"}, {"given"=>"Dan", "family"=>"Coroian"}, {"given"=>"Sven", "family"=>"Dickinson"}, {"given"=>"Sanja", "family"=>"Fidler"}, {"given"=>"Aaron", "family"=>"Michaux"}, {"given"=>"Sam", "family"=>"Mussman"}, {"given"=>"Siddharth", "family"=>"Narayanaswamy"}, {"given"=>"Dhaval", "family"=>"Salvi"}, {"given"=>"Lara", "family"=>"Schmidt"}, {"given"=>"Jiangnan", "family"=>"Shangguan"}, {"given"=>"Jeffrey Mark", "family"=>"Siskind"}, {"given"=>"Jarrell", "family"=>"Waggoner"}, {"given"=>"Song", "family"=>"Wang"}, {"given"=>"Jinlian", "family"=>"Wei"}, {"given"=>"Yifan", "family"=>"Yin"}, {"given"=>"Zhiqi", "family"=>"Zhang"}]