Jekyll2023-02-08T10:37:23+00:00https://proceedings.mlr.press/v15/feed.xmlProceedings of Machine Learning ResearchProceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics
Held in Fort Lauderdale, FL, USA on 11-13 April 2011
Published as Volume 15 by the Proceedings of Machine Learning Research on 14 June 2011.
Volume Edited by:
Geoffrey Gordon
David Dunson
Miroslav Dudík
Series Editors:
Neil D. Lawrence
PMLRDiscussion of “Learning Scale Free Networks by Reweighted $\ell_1$ regularization”2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/agarwal11a[{"given"=>"Deepak", "family"=>"Agarwal"}]Generative Kernels for Exponential Families2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/agarwal11b[{"given"=>"Arvind", "family"=>"Agarwal"}, {"given"=>"Hal", "family"=>"Daumé", "suffix"=>"III"}]Linear-Time Estimators for Propensity Scores2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/agarwal11c[{"given"=>"Deepak", "family"=>"Agarwal"}, {"given"=>"Lihong", "family"=>"Li"}, {"given"=>"Alexander", "family"=>"Smola"}]Online Inference for the Infinite Topic-Cluster Model: Storylines from Streaming Text2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/ahmed11a[{"given"=>"Amr", "family"=>"Ahmed"}, {"given"=>"Qirong", "family"=>"Ho"}, {"given"=>"Choon Hui", "family"=>"Teo"}, {"given"=>"Jacob", "family"=>"Eisenstein"}, {"given"=>"Alex", "family"=>"Smola"}, {"given"=>"Eric", "family"=>"Xing"}]Polytope samplers for inference in ill-posed inverse problems2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/airoldi11a[{"given"=>"Edoardo", "family"=>"Airoldi"}, {"given"=>"Bertrand", "family"=>"Haas"}]Dynamic Policy Programming with Function Approximation2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/azar11a[{"given"=>"Mohammad Gheshlaghi", "family"=>"Azar"}, {"given"=>"Vicenç", "family"=>"Gómez"}, {"given"=>"Bert", "family"=>"Kappen"}]Statistical Optimization of Non-Negative Matrix Factorization2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/balan11a[{"given"=>"Anoop Korattikara", "family"=>"Balan"}, {"given"=>"Levi", "family"=>"Boyles"}, {"given"=>"Max", "family"=>"Welling"}, {"given"=>"Jingu", "family"=>"Kim"}, {"given"=>"Haesun", "family"=>"Park"}]Unsupervised Supervised Learning II: Margin-Based Classification without Labels2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/balasubramanian11a[{"given"=>"Krishnakumar", "family"=>"Balasubramanian"}, {"given"=>"Pinar", "family"=>"Donmez"}, {"given"=>"Guy", "family"=>"Lebanon"}]Tighter Relaxations for MAP-MRF Inference: A Local Primal-Dual Gap based Separation Algorithm2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/batra11a[{"given"=>"Dhruv", "family"=>"Batra"}, {"given"=>"Sebastian", "family"=>"Nowozin"}, {"given"=>"Pushmeet", "family"=>"Kohli"}]Active Diagnosis under Persistent Noise with Unknown Noise Distribution: A Rank-Based Approach2011-06-14T00:00:00+00:002011-06-14T00:00:00+00:00https://proceedings.mlr.press/v15/bellala11a[{"given"=>"Gowtham", "family"=>"Bellala"}, {"given"=>"Suresh", "family"=>"Bhavnani"}, {"given"=>"Clayton", "family"=>"Scott"}]