Jekyll2023-02-08T10:39:41+00:00https://proceedings.mlr.press/v28/feed.xmlProceedings of Machine Learning ResearchProceedings of the 30th International Conference on Machine Learning
Held in Atlanta, Georgia, USA on 17-19 June 2013
Published in 3 Sections as Volume 28 by the Proceedings of Machine Learning Research.
Cycle 1 Papers published on 13 February 2013
Cycle 2 Papers published on 13 May 2013
Cycle 3 Papers published on 26 May 2013
Volume Edited by:
Sanjoy Dasgupta
David McAllester
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRSelective sampling algorithms for cost-sensitive multiclass prediction2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/agarwal13[{"given"=>"Alekh", "family"=>"Agarwal"}]Thompson Sampling for Contextual Bandits with Linear Payoffs2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/agrawal13[{"given"=>"Shipra", "family"=>"Agrawal"}, {"given"=>"Navin", "family"=>"Goyal"}]Nested Chinese Restaurant Franchise Process: Applications to User Tracking and Document Modeling2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/ahmed13[{"given"=>"Amr", "family"=>"Ahmed"}, {"given"=>"Liangjie", "family"=>"Hong"}, {"given"=>"Alexander", "family"=>"Smola"}]Breaking the Small Cluster Barrier of Graph Clustering2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/ailon13[{"given"=>"Nir", "family"=>"Ailon"}, {"given"=>"Yudong", "family"=>"Chen"}, {"given"=>"Huan", "family"=>"Xu"}]A Local Algorithm for Finding Well-Connected Clusters2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/allenzhu13[{"given"=>"Zeyuan", "family"=>"Allen Zhu"}, {"given"=>"Silvio", "family"=>"Lattanzi"}, {"given"=>"Vahab", "family"=>"Mirrokni"}]Learning Multiple Behaviors from Unlabeled Demonstrations in a Latent Controller Space2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/almingol13[{"given"=>"Javier", "family"=>"Almingol"}, {"given"=>"Lui", "family"=>"Montesano"}, {"given"=>"Manuel", "family"=>"Lopes"}]Deep Canonical Correlation Analysis2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/andrew13[{"given"=>"Galen", "family"=>"Andrew"}, {"given"=>"Raman", "family"=>"Arora"}, {"given"=>"Jeff", "family"=>"Bilmes"}, {"given"=>"Karen", "family"=>"Livescu"}]Quickly Boosting Decision Trees – Pruning Underachieving Features Early2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/appel13[{"given"=>"Ron", "family"=>"Appel"}, {"given"=>"Thomas", "family"=>"Fuchs"}, {"given"=>"Piotr", "family"=>"Dollar"}, {"given"=>"Pietro", "family"=>"Perona"}]Cost-sensitive Multiclass Classification Risk Bounds2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/avilapires13[{"given"=>"Bernardo", "family"=>"Ávila Pires"}, {"given"=>"Csaba", "family"=>"Szepesvari"}, {"given"=>"Mohammad", "family"=>"Ghavamzadeh"}]Non-Linear Stationary Subspace Analysis with Application to Video Classification2013-05-26T00:00:00+00:002013-05-26T00:00:00+00:00https://proceedings.mlr.press/v28/baktashmotlagh13[{"given"=>"Mahsa", "family"=>"Baktashmotlagh"}, {"given"=>"Mehrtash", "family"=>"Harandi"}, {"given"=>"Abbas", "family"=>"Bigdeli"}, {"given"=>"Brian", "family"=>"Lovell"}, {"given"=>"Mathieu", "family"=>"Salzmann"}]