Jekyll2025-11-11T17:52:23+00:00https://proceedings.mlr.press/v119/feed.xmlProceedings of Machine Learning ResearchProceedings of the 37th International Conference on Machine Learning
Held in Virtual on 13-18 July 2020
Published as Volume 119 by the Proceedings of Machine Learning Research on 21 November 2020.
Volume Edited by:
Hal Daumé III
Aarti Singh
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRSelective Dyna-Style Planning Under Limited Model Capacity2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/abbas20a[{"given"=>"Zaheer", "family"=>"Abbas"}, {"given"=>"Samuel", "family"=>"Sokota"}, {"given"=>"Erin", "family"=>"Talvitie"}, {"given"=>"Martha", "family"=>"White"}]A distributional view on multi-objective policy optimization2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/abdolmaleki20a[{"given"=>"Abbas", "family"=>"Abdolmaleki"}, {"given"=>"Sandy", "family"=>"Huang"}, {"given"=>"Leonard", "family"=>"Hasenclever"}, {"given"=>"Michael", "family"=>"Neunert"}, {"given"=>"Francis", "family"=>"Song"}, {"given"=>"Martina", "family"=>"Zambelli"}, {"given"=>"Murilo", "family"=>"Martins"}, {"given"=>"Nicolas", "family"=>"Heess"}, {"given"=>"Raia", "family"=>"Hadsell"}, {"given"=>"Martin", "family"=>"Riedmiller"}]Efficient Optimistic Exploration in Linear-Quadratic Regulators via Lagrangian Relaxation2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/abeille20a[{"given"=>"Marc", "family"=>"Abeille"}, {"given"=>"Alessandro", "family"=>"Lazaric"}]Super-efficiency of automatic differentiation for functions defined as a minimum2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/ablin20a[{"given"=>"Pierre", "family"=>"Ablin"}, {"given"=>"Gabriel", "family"=>"Peyré"}, {"given"=>"Thomas", "family"=>"Moreau"}]A Geometric Approach to Archetypal Analysis via Sparse Projections2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/abrol20a[{"given"=>"Vinayak", "family"=>"Abrol"}, {"given"=>"Pulkit", "family"=>"Sharma"}]Context Aware Local Differential Privacy2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/acharya20a[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Kallista", "family"=>"Bonawitz"}, {"given"=>"Peter", "family"=>"Kairouz"}, {"given"=>"Daniel", "family"=>"Ramage"}, {"given"=>"Ziteng", "family"=>"Sun"}]Efficient Intervention Design for Causal Discovery with Latents2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/addanki20a[{"given"=>"Raghavendra", "family"=>"Addanki"}, {"given"=>"Shiva", "family"=>"Kasiviswanathan"}, {"given"=>"Andrew", "family"=>"Mcgregor"}, {"given"=>"Cameron", "family"=>"Musco"}]The Neural Tangent Kernel in High Dimensions: Triple Descent and a Multi-Scale Theory of Generalization2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/adlam20a[{"given"=>"Ben", "family"=>"Adlam"}, {"given"=>"Jeffrey", "family"=>"Pennington"}]Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/agarwal20a[{"given"=>"Arpit", "family"=>"Agarwal"}, {"given"=>"Shivani", "family"=>"Agarwal"}, {"given"=>"Sanjeev", "family"=>"Khanna"}, {"given"=>"Prathamesh", "family"=>"Patil"}]Boosting for Control of Dynamical Systems2020-11-21T00:00:00+00:002020-11-21T00:00:00+00:00https://proceedings.mlr.press/v119/agarwal20b[{"given"=>"Naman", "family"=>"Agarwal"}, {"given"=>"Nataly", "family"=>"Brukhim"}, {"given"=>"Elad", "family"=>"Hazan"}, {"given"=>"Zhou", "family"=>"Lu"}]