Jekyll2023-02-08T10:41:44+00:00https://proceedings.mlr.press/v54/feed.xmlProceedings of Machine Learning ResearchProceedings of the 20th International Conference on Artificial Intelligence and Statistics
Held in Fort Lauderdale, FL, USA on 20-22 April 2017
Published as Volume 54 by the Proceedings of Machine Learning Research on 10 April 2017.
Volume Edited by:
Aarti Singh
Jerry Zhu
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRHit-and-Run for Sampling and Planning in Non-Convex Spaces2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/abbasi-yadkori17a[{"given"=>"Yasin", "family"=>"Abbasi-Yadkori"}, {"given"=>"Peter", "family"=>"Bartlett"}, {"given"=>"Victor", "family"=>"Gabillon"}, {"given"=>"Alan", "family"=>"Malek"}]Linear Thompson Sampling Revisited2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/abeille17a[{"given"=>"Marc", "family"=>"Abeille"}, {"given"=>"Alessandro", "family"=>"Lazaric"}]Thompson Sampling for Linear-Quadratic Control Problems2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/abeille17b[{"given"=>"Marc", "family"=>"Abeille"}, {"given"=>"Alessandro", "family"=>"Lazaric"}]Learning Time Series Detection Models from Temporally Imprecise Labels2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/adams17a[{"given"=>"Roy", "family"=>"Adams"}, {"given"=>"Ben", "family"=>"Marlin"}]An Information-Theoretic Route from Generalization in Expectation to Generalization in Probability2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/alabdulmohsin17a[{"given"=>"Ibrahim", "family"=>"Alabdulmohsin"}]Generalized Pseudolikelihood Methods for Inverse Covariance Estimation2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/ali17a[{"given"=>"Alnur", "family"=>"Ali"}, {"given"=>"Kshitij", "family"=>"Khare"}, {"given"=>"Sang-Yun", "family"=>"Oh"}, {"given"=>"Bala", "family"=>"Rajaratnam"}]Regret Bounds for Lifelong Learning2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/alquier17a[{"given"=>"Pierre", "family"=>"Alquier"}, {"given"=>"The Tien", "family"=>"Mai"}, {"given"=>"Massimiliano", "family"=>"Pontil"}]Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/anand17a[{"given"=>"Ankit", "family"=>"Anand"}, {"given"=>"Ritesh", "family"=>"Noothigattu"}, {"given"=>"Parag", "family"=>"Singla"}, {"given"=>"", "family"=>"Mausam"}]Spectral Methods for Correlated Topic Models2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/arabshahi17a[{"given"=>"Forough", "family"=>"Arabshahi"}, {"given"=>"Anima", "family"=>"Anandkumar"}]Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds2017-04-10T00:00:00+00:002017-04-10T00:00:00+00:00https://proceedings.mlr.press/v54/ashizawa17a[{"given"=>"Mina", "family"=>"Ashizawa"}, {"given"=>"Hiroaki", "family"=>"Sasaki"}, {"given"=>"Tomoya", "family"=>"Sakai"}, {"given"=>"Masashi", "family"=>"Sugiyama"}]