Jekyll2023-02-08T10:46:19+00:00https://proceedings.mlr.press/v97/feed.xmlProceedings of Machine Learning ResearchProceedings of the 36th International Conference on Machine Learning
Held in Long Beach, California, USA on 09-15 June 2019
Published as Volume 97 by the Proceedings of Machine Learning Research on 24 May 2019.
Volume Edited by:
Kamalika Chaudhuri
Ruslan Salakhutdinov
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRAReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/abbati19a[{"given"=>"Gabriele", "family"=>"Abbati"}, {"given"=>"Philippe", "family"=>"Wenk"}, {"given"=>"Michael A.", "family"=>"Osborne"}, {"given"=>"Andreas", "family"=>"Krause"}, {"given"=>"Bernhard", "family"=>"Schölkopf"}, {"given"=>"Stefan", "family"=>"Bauer"}]Dynamic Weights in Multi-Objective Deep Reinforcement Learning2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/abels19a[{"given"=>"Axel", "family"=>"Abels"}, {"given"=>"Diederik", "family"=>"Roijers"}, {"given"=>"Tom", "family"=>"Lenaerts"}, {"given"=>"Ann", "family"=>"Nowé"}, {"given"=>"Denis", "family"=>"Steckelmacher"}]MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/abu-el-haija19a[{"given"=>"Sami", "family"=>"Abu-El-Haija"}, {"given"=>"Bryan", "family"=>"Perozzi"}, {"given"=>"Amol", "family"=>"Kapoor"}, {"given"=>"Nazanin", "family"=>"Alipourfard"}, {"given"=>"Kristina", "family"=>"Lerman"}, {"given"=>"Hrayr", "family"=>"Harutyunyan"}, {"given"=>"Greg Ver", "family"=>"Steeg"}, {"given"=>"Aram", "family"=>"Galstyan"}]Communication-Constrained Inference and the Role of Shared Randomness2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/acharya19a[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Clement", "family"=>"Canonne"}, {"given"=>"Himanshu", "family"=>"Tyagi"}]Distributed Learning with Sublinear Communication2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/acharya19b[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Chris", "family"=>"De Sa"}, {"given"=>"Dylan", "family"=>"Foster"}, {"given"=>"Karthik", "family"=>"Sridharan"}]Communication Complexity in Locally Private Distribution Estimation and Heavy Hitters2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/acharya19c[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Ziteng", "family"=>"Sun"}]Learning Models from Data with Measurement Error: Tackling Underreporting2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/adams19a[{"given"=>"Roy", "family"=>"Adams"}, {"given"=>"Yuelong", "family"=>"Ji"}, {"given"=>"Xiaobin", "family"=>"Wang"}, {"given"=>"Suchi", "family"=>"Saria"}]TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/adel19a[{"given"=>"Tameem", "family"=>"Adel"}, {"given"=>"Adrian", "family"=>"Weller"}]PAC Learnability of Node Functions in Networked Dynamical Systems2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/adiga19a[{"given"=>"Abhijin", "family"=>"Adiga"}, {"given"=>"Chris J", "family"=>"Kuhlman"}, {"given"=>"Madhav", "family"=>"Marathe"}, {"given"=>"S", "family"=>"Ravi"}, {"given"=>"Anil", "family"=>"Vullikanti"}]Static Automatic Batching In TensorFlow2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v97/agarwal19a[{"given"=>"Ashish", "family"=>"Agarwal"}]