Jekyll2023-02-08T10:40:19+00:00https://proceedings.mlr.press/v38/feed.xmlProceedings of Machine Learning ResearchProceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics
Held in San Diego, California, USA on 09-12 May 2015
Published as Volume 38 by the Proceedings of Machine Learning Research on 21 February 2015.
Volume Edited by:
Guy Lebanon
S. V. N. Vishwanathan
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRNonparametric Bayesian Factor Analysis for Dynamic Count Matrices2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/acharya15[{"given"=>"Ayan", "family"=>"Acharya"}, {"given"=>"Joydeep", "family"=>"Ghosh"}, {"given"=>"Mingyuan", "family"=>"Zhou"}]Parameter Estimation of Generalized Linear Models without Assuming their Link Function2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/acharyya15[{"given"=>"Sreangsu", "family"=>"Acharyya"}, {"given"=>"Joydeep", "family"=>"Ghosh"}]Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the Nyström Method2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/anderson15[{"given"=>"David", "family"=>"Anderson"}, {"given"=>"Simon", "family"=>"Du"}, {"given"=>"Michael", "family"=>"Mahoney"}, {"given"=>"Christopher", "family"=>"Melgaard"}, {"given"=>"Kunming", "family"=>"Wu"}, {"given"=>"Ming", "family"=>"Gu"}]Global Multi-armed Bandits with Hölder Continuity2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/atan15[{"given"=>"Onur", "family"=>"Atan"}, {"given"=>"Cem", "family"=>"Tekin"}, {"given"=>"Mihaela", "family"=>"van der Schaar"}]Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/azizyan15[{"given"=>"Martin", "family"=>"Azizyan"}, {"given"=>"Aarti", "family"=>"Singh"}, {"given"=>"Larry", "family"=>"Wasserman"}]Unifying Local Consistency and MAX SAT Relaxations for Scalable Inference with Rounding Guarantees2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/bach15[{"given"=>"Stephen", "family"=>"Bach"}, {"given"=>"Bert", "family"=>"Huang"}, {"given"=>"Lise", "family"=>"Getoor"}]Near-optimal max-affine estimators for convex regression2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/balazs15[{"given"=>"Gabor", "family"=>"Balazs"}, {"given"=>"András", "family"=>"György"}, {"given"=>"Csaba", "family"=>"Szepesvari"}]Convex Multi-Task Learning by Clustering2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/barzilai15[{"given"=>"Aviad", "family"=>"Barzilai"}, {"given"=>"Koby", "family"=>"Crammer"}]Gaussian Processes for Bayesian hypothesis tests on regression functions2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/benavoli15[{"given"=>"Alessio", "family"=>"Benavoli"}, {"given"=>"Francesca", "family"=>"Mangili"}]Sparse Solutions to Nonnegative Linear Systems and Applications2015-02-21T00:00:00+00:002015-02-21T00:00:00+00:00https://proceedings.mlr.press/v38/bhaskara15[{"given"=>"Aditya", "family"=>"Bhaskara"}, {"given"=>"Ananda", "family"=>"Suresh"}, {"given"=>"Morteza", "family"=>"Zadimoghaddam"}]