Jekyll2023-02-08T10:39:04+00:00https://proceedings.mlr.press/v23/feed.xmlProceedings of Machine Learning ResearchProceedings of the 25th Annual Conference on Learning Theory
Held in Edinburgh, Scotland on 25-27 June 2012
Published as Volume 23 by the Proceedings of Machine Learning Research on 16 June 2012.
Volume Edited by:
Shie Mannor
Nathan Srebro
Robert C. Williamson
Series Editors:
Neil D. Lawrence
PMLRA Characterization of Scoring Rules for Linear Properties2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/abernethy12[{"given"=>"Jacob D.", "family"=>"Abernethy"}, {"given"=>"Rafael M.", "family"=>"Frongillo"}]Competitive Classification and Closeness Testing2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/acharya12[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Hirakendu", "family"=>"Das"}, {"given"=>"Ashkan", "family"=>"Jafarpour"}, {"given"=>"Alon", "family"=>"Orlitsky"}, {"given"=>"Shengjun", "family"=>"Pan"}, {"given"=>"Ananda", "family"=>"Suresh"}]Analysis of Thompson Sampling for the Multi-armed Bandit Problem2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/agrawal12[{"given"=>"Shipra", "family"=>"Agrawal"}, {"given"=>"Navin", "family"=>"Goyal"}]Active Learning Using Smooth Relative Regret Approximations with Applications2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/ailon12[{"given"=>"Nir", "family"=>"Ailon"}, {"given"=>"Ron", "family"=>"Begleiter"}, {"given"=>"Esther", "family"=>"Ezra"}]A Method of Moments for Mixture Models and Hidden Markov Models2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/anandkumar12[{"given"=>"Animashree", "family"=>"Anandkumar"}, {"given"=>"Daniel", "family"=>"Hsu"}, {"given"=>"Sham M.", "family"=>"Kakade"}]Distributed Learning, Communication Complexity and Privacy2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/balcan12a[{"given"=>"Maria Florina", "family"=>"Balcan"}, {"given"=>"Avrim", "family"=>"Blum"}, {"given"=>"Shai", "family"=>"Fine"}, {"given"=>"Yishay", "family"=>"Mansour"}]Learning Valuation Functions2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/balcan12b[{"given"=>"Maria Florina", "family"=>"Balcan"}, {"given"=>"Florin", "family"=>"Constantin"}, {"given"=>"Satoru", "family"=>"Iwata"}, {"given"=>"Lei", "family"=>"Wang"}]Robust Interactive Learning2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/balcan12c[{"given"=>"Maria Florina", "family"=>"Balcan"}, {"given"=>"Steve", "family"=>"Hanneke"}]Toward Understanding Complex Spaces: Graph Laplacians on Manifolds with Singularities and Boundaries2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/belkin12[{"given"=>"Mikhail", "family"=>"Belkin"}, {"given"=>"Qichao", "family"=>"Que"}, {"given"=>"Yusu", "family"=>"Wang"}, {"given"=>"Xueyuan", "family"=>"Zhou"}]Towards Minimax Policies for Online Linear Optimization with Bandit Feedback2012-06-16T00:00:00+00:002012-06-16T00:00:00+00:00https://proceedings.mlr.press/v23/bubeck12a[{"given"=>"Sébastien", "family"=>"Bubeck"}, {"given"=>"Nicoló", "family"=>"Cesa-Bianchi"}, {"given"=>"Sham M.", "family"=>"Kakade"}]