Proceedings of Machine Learning Research

Jekyll2026-10-04T22:14:53+00:00https://proceedings.mlr.press/r7/feed.xmlProceedings of Machine Learning ResearchProceedings of the 25th Conference on Uncertainty in Artificial Intelligence Held in Montreal, QC, Canada on 18-21 June 2009 Published as Reissue 7 by the Proceedings of Machine Learning Research on 04 October 2026. Volume Edited by: Jeff Bilmes Andrew Y. Ng Series Editors: Tegan Emerson Hoel Kervadec Neil D. Lawrence PMLROn Maximum a Posteriori Estimation of Hidden Markov Processes2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/allahverdyan09a[{"given"=>"Armen", "family"=>"Allahverdyan"}, {"given"=>"Aram", "family"=>"Galstyan"}]

Lower Bound Bayesian Networks - Efficient Inference of Lower Bounds on Probability Distributions2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/andrade09a[{"given"=>"Daniel", "family"=>"Andrade"}, {"given"=>"Bernhard", "family"=>"Sick"}]

On Smoothing and Inference for Topic Models2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/asuncion09a[{"given"=>"Arthur", "family"=>"Asuncion"}, {"given"=>"Max", "family"=>"Welling"}, {"given"=>"Padhraic", "family"=>"Smyth"}, {"given"=>"Yee Whye", "family"=>"Teh"}]

REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/bartlett09a[{"given"=>"Peter", "family"=>"Bartlett"}, {"given"=>"Ambuj", "family"=>"Tewari"}]

Alternating Projections for Learning with Expectation Constraints2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/bellare09a[{"given"=>"Kedar", "family"=>"Bellare"}, {"given"=>"Gregory", "family"=>"Druck"}, {"given"=>"Andrew", "family"=>"McCallum"}]

Conditional Probability Tree Estimation Analysis and Algorithms2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/beygelzimer09a[{"given"=>"Alina", "family"=>"Beygelzimer"}, {"given"=>"John", "family"=>"Langford"}, {"given"=>"Yury", "family"=>"Lifshits"}, {"given"=>"Gregory", "family"=>"Sorkin"}, {"given"=>"Alex", "family"=>"Strehl"}]

Deterministic POMDPs Revisited2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/bonet09a[{"given"=>"Blai", "family"=>"Bonet"}]

Optimization of Structured Mean Field Objectives2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/bouchard-cote09a[{"given"=>"Alexandre", "family"=>"Bouchard-Côté"}, {"given"=>"Mike", "family"=>"Jordan"}]

Multilingual Topic Models for Unaligned Text2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/boyd-graber09a[{"given"=>"Jordan", "family"=>"Boyd-Graber"}, {"given"=>"David", "family"=>"Blei"}]

Convex Coding2009-06-18T00:00:00+00:002009-06-18T00:00:00+00:00https://proceedings.mlr.press/r7/bradley09a[{"given"=>"David", "family"=>"Bradley"}, {"given"=>"J. Andrew", "family"=>"Bagnell"}]