Jekyll2023-02-08T10:43:37+00:00https://proceedings.mlr.press/v83/feed.xmlProceedings of Machine Learning ResearchProceedings of Algorithmic Learning Theory on 07-09 April 2018
Published as Volume 83 by the Proceedings of Machine Learning Research on 09 April 2018.
Volume Edited by:
Firdaus Janoos
Mehryar Mohri
Karthik Sridharan
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRPure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/aziz18a[{"given"=>"Maryam", "family"=>"Aziz"}, {"given"=>"Jesse", "family"=>"Anderton"}, {"given"=>"Emilie", "family"=>"Kaufmann"}, {"given"=>"Javed", "family"=>"Aslam"}]Learners that Use Little Information2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/bassily18a[{"given"=>"Raef", "family"=>"Bassily"}, {"given"=>"Shay", "family"=>"Moran"}, {"given"=>"Ido", "family"=>"Nachum"}, {"given"=>"Jonathan", "family"=>"Shafer"}, {"given"=>"Amir", "family"=>"Yehudayoff"}]{Multi-Player Bandits Revisited}2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/besson18a[{"given"=>"Lilian", "family"=>"Besson"}, {"given"=>"Emilie", "family"=>"Kaufmann"}]Structure Learning of ${H}$-colorings2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/blanca18a[{"given"=>"Antonio", "family"=>"Blanca"}, {"given"=>"Zongchen", "family"=>"Chen"}, {"given"=>"Daniel", "family"=>"Štefankovič"}, {"given"=>"Eric", "family"=>"Vigoda"}]Adaptive Group Testing Algorithms to Estimate the Number of Defectives2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/bshouty18a[{"given"=>"Nader H.", "family"=>"Bshouty"}, {"given"=>"Vivian", "family"=>"E. Bshouty-Hurani"}, {"given"=>"George", "family"=>"Haddad"}, {"given"=>"Thomas", "family"=>"Hashem"}, {"given"=>"Fadi", "family"=>"Khoury"}, {"given"=>"Omar", "family"=>"Sharafy"}]Sparsity, variance and curvature in multi-armed bandits2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/bubeck18a[{"given"=>"Sébastien", "family"=>"Bubeck"}, {"given"=>"Michael", "family"=>"Cohen"}, {"given"=>"Yuanzhi", "family"=>"Li"}]Bandit Regret Scaling with the Effective Loss Range2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/cesa-bianchi18a[{"given"=>"Nicolò", "family"=>"Cesa-Bianchi"}, {"given"=>"Ohad", "family"=>"Shamir"}]Convergence of Langevin MCMC in KL-divergence2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/cheng18a[{"given"=>"Xiang", "family"=>"Cheng"}, {"given"=>"Peter", "family"=>"Bartlett"}]Ranking Median Regression: Learning to Order through Local Consensus2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/clemencon18a[{"given"=>"Stephan", "family"=>"Clémençon"}, {"given"=>"Anna", "family"=>"Korba"}, {"given"=>"Eric", "family"=>"Sibony"}]Coordinate Descent Faceoff: Primal or Dual?2018-04-09T00:00:00+00:002018-04-09T00:00:00+00:00https://proceedings.mlr.press/v83/csiba18a[{"given"=>"Dominik", "family"=>"Csiba"}, {"given"=>"Peter", "family"=>"Richtárik"}]