Jekyll2023-03-04T16:13:56+00:00https://proceedings.mlr.press/v89/feed.xmlProceedings of Machine Learning ResearchProceedings of Machine Learning Research on 16-18 April 2019
Published as Volume 89 by the Proceedings of Machine Learning Research on 11 April 2019.
Volume Edited by:
Kamalika Chaudhuri
Masashi Sugiyama
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRModel-Free Linear Quadratic Control via Reduction to Expert Prediction2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/abbasi-yadkori19a[{"given"=>"Yasin", "family"=>"Abbasi-Yadkori"}, {"given"=>"Nevena", "family"=>"Lazic"}, {"given"=>"Csaba", "family"=>"Szepesvari"}]Stochastic algorithms with descent guarantees for ICA2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/ablin19a[{"given"=>"Pierre", "family"=>"Ablin"}, {"given"=>"Alexandre", "family"=>"Gramfort"}, {"given"=>"Jean-François", "family"=>"Cardoso"}, {"given"=>"Francis", "family"=>"Bach"}]Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/acharya19a[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Ziteng", "family"=>"Sun"}, {"given"=>"Huanyu", "family"=>"Zhang"}]Test without Trust: Optimal Locally Private Distribution Testing2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/acharya19b[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Clement", "family"=>"Canonne"}, {"given"=>"Cody", "family"=>"Freitag"}, {"given"=>"Himanshu", "family"=>"Tyagi"}]Local Saddle Point Optimization: A Curvature Exploitation Approach2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/adolphs19a[{"given"=>"Leonard", "family"=>"Adolphs"}, {"given"=>"Hadi", "family"=>"Daneshmand"}, {"given"=>"Aurelien", "family"=>"Lucchi"}, {"given"=>"Thomas", "family"=>"Hofmann"}]Efficient Inference in Multi-task Cox Process Models2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/aglietti19a[{"given"=>"Virginia", "family"=>"Aglietti"}, {"given"=>"Theodoros", "family"=>"Damoulas"}, {"given"=>"Edwin V.", "family"=>"Bonilla"}]Data-dependent compression of random features for large-scale kernel approximation2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/agrawal19a[{"given"=>"Raj", "family"=>"Agrawal"}, {"given"=>"Trevor", "family"=>"Campbell"}, {"given"=>"Jonathan", "family"=>"Huggins"}, {"given"=>"Tamara", "family"=>"Broderick"}]ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/agrawal19b[{"given"=>"Raj", "family"=>"Agrawal"}, {"given"=>"Chandler", "family"=>"Squires"}, {"given"=>"Karren", "family"=>"Yang"}, {"given"=>"Karthikeyan", "family"=>"Shanmugam"}, {"given"=>"Caroline", "family"=>"Uhler"}]A Continuous-Time View of Early Stopping for Least Squares Regression2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/ali19a[{"given"=>"Alnur", "family"=>"Ali"}, {"given"=>"J. Zico", "family"=>"Kolter"}, {"given"=>"Ryan J.", "family"=>"Tibshirani"}]Towards Optimal Transport with Global Invariances2019-04-11T00:00:00+00:002019-04-11T00:00:00+00:00https://proceedings.mlr.press/v89/alvarez-melis19a[{"given"=>"David", "family"=>"Alvarez-Melis"}, {"given"=>"Stefanie", "family"=>"Jegelka"}, {"given"=>"Tommi S.", "family"=>"Jaakkola"}]