Jekyll2023-02-08T10:39:54+00:00https://proceedings.mlr.press/v33/feed.xmlProceedings of Machine Learning ResearchProceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics
Held in Reykjavik, Iceland on 22-25 April 2014
Published as Volume 33 by the Proceedings of Machine Learning Research on 02 April 2014.
Volume Edited by:
Samuel Kaski
Jukka Corander
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRImproved Bounds for Online Learning Over the Permutahedron and Other Ranking Polytopes2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/ailon14[{"given"=>"Nir", "family"=>"Ailon"}]Information-Theoretic Characterization of Sparse Recovery2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/aksoylar14[{"given"=>"Cem", "family"=>"Aksoylar"}, {"given"=>"Venkatesh", "family"=>"Saligrama"}]Hybrid Discriminative-Generative Approach with Gaussian Processes2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/andradepacheco14[{"given"=>"Ricardo", "family"=>"Andrade Pacheco"}, {"given"=>"James", "family"=>"Hensman"}, {"given"=>"Max", "family"=>"Zwiessele"}, {"given"=>"Neil D.", "family"=>"Lawrence"}]Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/bajwa14[{"given"=>"Waheed", "family"=>"Bajwa"}, {"given"=>"Marco", "family"=>"Duarte"}, {"given"=>"Robert", "family"=>"Calderbank"}]A New Perspective on Learning Linear Separators with Large L_qL_p Margins2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/balcan14[{"given"=>"Maria-Florina", "family"=>"Balcan"}, {"given"=>"Christopher", "family"=>"Berlind"}]A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/bargi14[{"given"=>"Ava", "family"=>"Bargi"}, {"given"=>"Richard Yi", "family"=>"Xu"}, {"given"=>"Zoubin", "family"=>"Ghahramani"}, {"given"=>"Massimo", "family"=>"Piccardi"}]PAC-Bayesian Theory for Transductive Learning2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/begin14[{"given"=>"Luc", "family"=>"Bégin"}, {"given"=>"Pascal", "family"=>"Germain"}, {"given"=>"François", "family"=>"Laviolette"}, {"given"=>"Jean-Francis", "family"=>"Roy"}]Learning Optimal Bounded Treewidth Bayesian Networks via Maximum Satisfiability2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/berg14[{"given"=>"Jeremias", "family"=>"Berg"}, {"given"=>"Matti", "family"=>"Järvisalo"}, {"given"=>"Brandon", "family"=>"Malone"}]Decontamination of Mutually Contaminated Models2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/blanchard14[{"given"=>"Gilles", "family"=>"Blanchard"}, {"given"=>"Clayton", "family"=>"Scott"}]Online Passive-Aggressive Algorithms for Non-Negative Matrix Factorization and Completion2014-04-02T00:00:00+00:002014-04-02T00:00:00+00:00https://proceedings.mlr.press/v33/blondel14[{"given"=>"Mathieu", "family"=>"Blondel"}, {"given"=>"Yotaro", "family"=>"Kubo"}, {"given"=>"Ueda", "family"=>"Naonori"}]