Jekyll2023-02-08T10:40:17+00:00https://proceedings.mlr.press/v37/feed.xmlProceedings of Machine Learning ResearchProceedings of the 32nd International Conference on Machine Learning
Held in Lille, France on 07-09 July 2015
Published as Volume 37 by the Proceedings of Machine Learning Research on 01 June 2015.
Volume Edited by:
Francis Bach
David Blei
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRLarge-Scale Markov Decision Problems with KL Control Cost and its Application to Crowdsourcing2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/abbasi-yadkori15[{"given"=>"Yasin", "family"=>"Abbasi-Yadkori"}, {"given"=>"Peter", "family"=>"Bartlett"}, {"given"=>"Xi", "family"=>"Chen"}, {"given"=>"Alan", "family"=>"Malek"}]A Lower Bound for the Optimization of Finite Sums2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/agarwal15[{"given"=>"Alekh", "family"=>"Agarwal"}, {"given"=>"Leon", "family"=>"Bottou"}]Correlation Clustering in Data Streams2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/ahn15[{"given"=>"KookJin", "family"=>"Ahn"}, {"given"=>"Graham", "family"=>"Cormode"}, {"given"=>"Sudipto", "family"=>"Guha"}, {"given"=>"Andrew", "family"=>"McGregor"}, {"given"=>"Anthony", "family"=>"Wirth"}]Bimodal Modelling of Source Code and Natural Language2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/allamanis15[{"given"=>"Miltos", "family"=>"Allamanis"}, {"given"=>"Daniel", "family"=>"Tarlow"}, {"given"=>"Andrew", "family"=>"Gordon"}, {"given"=>"Yi", "family"=>"Wei"}]Multiview Triplet Embedding: Learning Attributes in Multiple Maps2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/amid15[{"given"=>"Ehsan", "family"=>"Amid"}, {"given"=>"Antti", "family"=>"Ukkonen"}]Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/ammar15[{"given"=>"Haitham Bou", "family"=>"Ammar"}, {"given"=>"Rasul", "family"=>"Tutunov"}, {"given"=>"Eric", "family"=>"Eaton"}]How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances?2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/an15[{"given"=>"Senjian", "family"=>"An"}, {"given"=>"Farid", "family"=>"Boussaid"}, {"given"=>"Mohammed", "family"=>"Bennamoun"}]Online Time Series Prediction with Missing Data2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/anava15[{"given"=>"Oren", "family"=>"Anava"}, {"given"=>"Elad", "family"=>"Hazan"}, {"given"=>"Assaf", "family"=>"Zeevi"}]Stay on path: PCA along graph paths2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/asteris15[{"given"=>"Megasthenis", "family"=>"Asteris"}, {"given"=>"Anastasios", "family"=>"Kyrillidis"}, {"given"=>"Alex", "family"=>"Dimakis"}, {"given"=>"Han-Gyol", "family"=>"Yi"}, {"given"=>"Bharath", "family"=>"Chandrasekaran"}]Community Detection Using Time-Dependent Personalized PageRank2015-06-01T00:00:00+00:002015-06-01T00:00:00+00:00https://proceedings.mlr.press/v37/avron15[{"given"=>"Haim", "family"=>"Avron"}, {"given"=>"Lior", "family"=>"Horesh"}]