Jekyll2023-02-08T10:44:18+00:00https://proceedings.mlr.press/v9/feed.xmlProceedings of Machine Learning ResearchProceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics
Held in Chia Laguna Resort, Sardinia, Italy on 13-15 May 2010
Published as Volume 9 by the Proceedings of Machine Learning Research on 31 March 2010.
Volume Edited by:
Yee Whye Teh
Mike Titterington
Series Editors:
Neil D. Lawrence
PMLRLearning the Structure of Deep Sparse Graphical Models2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/adams10a[{"given"=>"Ryan P.", "family"=>"Adams"}, {"given"=>"Hanna", "family"=>"Wallach"}, {"given"=>"Zoubin", "family"=>"Ghahramani"}]Optimal Allocation Strategies for the Dark Pool Problem2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/agarwal10a[{"given"=>"Alekh", "family"=>"Agarwal"}, {"given"=>"Peter", "family"=>"Bartlett"}, {"given"=>"Max", "family"=>"Dama"}]Multitask Learning for Brain-Computer Interfaces2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/alamgir10a[{"given"=>"Morteza", "family"=>"Alamgir"}, {"given"=>"Moritz", "family"=>"Grosse–Wentrup"}, {"given"=>"Yasemin", "family"=>"Altun"}]Efficient Multioutput Gaussian Processes through Variational Inducing Kernels2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/alvarez10a[{"given"=>"Mauricio", "family"=>"Álvarez"}, {"given"=>"David", "family"=>"Luengo"}, {"given"=>"Michalis", "family"=>"Titsias"}, {"given"=>"Neil D.", "family"=>"Lawrence"}]Learning with Blocks: Composite Likelihood and Contrastive Divergence2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/asuncion10a[{"given"=>"Arthur", "family"=>"Asuncion"}, {"given"=>"Qiang", "family"=>"Liu"}, {"given"=>"Alexander", "family"=>"Ihler"}, {"given"=>"Padhraic", "family"=>"Smyth"}]Deterministic Bayesian inference for the $p*$ model2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/austad10a[{"given"=>"Haakon", "family"=>"Austad"}, {"given"=>"Nial", "family"=>"Friel"}]Half Transductive Ranking2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/bai10a[{"given"=>"Bing", "family"=>"Bai"}, {"given"=>"Jason", "family"=>"Weston"}, {"given"=>"David", "family"=>"Grangier"}, {"given"=>"Ronan", "family"=>"Collobert"}, {"given"=>"Corinna", "family"=>"Cortes"}, {"given"=>"Mehryar", "family"=>"Mohri"}]Kernel Partial Least Squares is Universally Consistent2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/blanchard10a[{"given"=>"Gilles", "family"=>"Blanchard"}, {"given"=>"Nicole", "family"=>"Krämer"}]Towards Understanding Situated Natural Language2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/bordes10a[{"given"=>"Antoine", "family"=>"Bordes"}, {"given"=>"Nicolas", "family"=>"Usunier"}, {"given"=>"Ronan", "family"=>"Collobert"}, {"given"=>"Jason", "family"=>"Weston"}]Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs2010-03-31T00:00:00+00:002010-03-31T00:00:00+00:00https://proceedings.mlr.press/v9/chan10a[{"given"=>"Hei", "family"=>"Chan"}, {"given"=>"Manabu", "family"=>"Kuroki"}]