Jekyll2023-02-08T10:45:01+00:00https://proceedings.mlr.press/v98/feed.xmlProceedings of Machine Learning ResearchProceedings of the 30th International Conference on Algorithmic Learning Theory
Held in Chicago, Illinois on 22-24 March 2019
Published as Volume 98 by the Proceedings of Machine Learning Research on 10 March 2019.
Volume Edited by:
Aurélien Garivier
Satyen Kale
Series Editors:
Neil D. Lawrence
Mark Reid
PMLROn Learning Graphs with Edge-Detecting Queries2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/abasi19a[{"given"=>"Hasan", "family"=>"Abasi"}, {"given"=>"Bshouty", "family"=>"Nader"}]An Exponential Efron-Stein Inequality for $L_q$ Stable Learning Rules2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/abou-moustafa19a[{"given"=>"Karim", "family"=>"Abou-Moustafa"}, {"given"=>"Csaba", "family"=>"Szepesvári"}]Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/achab19a[{"given"=>"Mastane", "family"=>"Achab"}, {"given"=>"Anna", "family"=>"Korba"}, {"given"=>"Stephan", "family"=>"Clémençon"}]A minimax near-optimal algorithm for adaptive rejection sampling2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/achddou19a[{"given"=>"Juliette", "family"=>"Achddou"}, {"given"=>"Joseph", "family"=>"Lam-Weil"}, {"given"=>"Alexandra", "family"=>"Carpentier"}, {"given"=>"Gilles", "family"=>"Blanchard"}]Attribute-efficient learning of monomials over highly-correlated variables2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/andoni19a[{"given"=>"Alexandr", "family"=>"Andoni"}, {"given"=>"Rishabh", "family"=>"Dudeja"}, {"given"=>"Daniel", "family"=>"Hsu"}, {"given"=>"Kiran", "family"=>"Vodrahalli"}]Improved Generalization Bounds for Robust Learning2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/attias19a[{"given"=>"Idan", "family"=>"Attias"}, {"given"=>"Aryeh", "family"=>"Kontorovich"}, {"given"=>"Yishay", "family"=>"Mansour"}]A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/bartlett19a[{"given"=>"Peter L.", "family"=>"Bartlett"}, {"given"=>"Victor", "family"=>"Gabillon"}, {"given"=>"Michal", "family"=>"Valko"}]Adaptive Exact Learning of Decision Trees from Membership Queries2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/bshouty19a[{"given"=>"Nader H.", "family"=>"Bshouty"}, {"given"=>"Catherine A.", "family"=>"Haddad-Zaknoon"}]Generalize Across Tasks: Efficient Algorithms for Linear Representation Learning2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/bullins19a[{"given"=>"Brian", "family"=>"Bullins"}, {"given"=>"Elad", "family"=>"Hazan"}, {"given"=>"Adam", "family"=>"Kalai"}, {"given"=>"Roi", "family"=>"Livni"}]Dynamic Pricing with Finitely Many Unknown Valuations2019-03-10T00:00:00+00:002019-03-10T00:00:00+00:00https://proceedings.mlr.press/v98/cesa-bianchi19a[{"given"=>"Nicolò", "family"=>"Cesa-Bianchi"}, {"given"=>"Tommaso", "family"=>"Cesari"}, {"given"=>"Vianney", "family"=>"Perchet"}]