Jekyll2023-02-08T10:43:27+00:00https://proceedings.mlr.press/v70/feed.xmlProceedings of Machine Learning ResearchProceedings of the 34th International Conference on Machine Learning
Held in International Convention Centre, Sydney, Australia on 06-11 August 2017
Published as Volume 70 by the Proceedings of Machine Learning Research on 17 July 2017.
Volume Edited by:
Doina Precup
Yee Whye Teh
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRUncovering Causality from Multivariate Hawkes Integrated Cumulants2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/achab17a[{"given"=>"Massil", "family"=>"Achab"}, {"given"=>"Emmanuel", "family"=>"Bacry"}, {"given"=>"Stéphane", "family"=>"Gaı̈ffas"}, {"given"=>"Iacopo", "family"=>"Mastromatteo"}, {"given"=>"Jean-François", "family"=>"Muzy"}]A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/acharya17a[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Hirakendu", "family"=>"Das"}, {"given"=>"Alon", "family"=>"Orlitsky"}, {"given"=>"Ananda Theertha", "family"=>"Suresh"}]Constrained Policy Optimization2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/achiam17a[{"given"=>"Joshua", "family"=>"Achiam"}, {"given"=>"David", "family"=>"Held"}, {"given"=>"Aviv", "family"=>"Tamar"}, {"given"=>"Pieter", "family"=>"Abbeel"}]The Price of Differential Privacy for Online Learning2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/agarwal17a[{"given"=>"Naman", "family"=>"Agarwal"}, {"given"=>"Karan", "family"=>"Singh"}]Local Bayesian Optimization of Motor Skills2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/akrour17a[{"given"=>"Riad", "family"=>"Akrour"}, {"given"=>"Dmitry", "family"=>"Sorokin"}, {"given"=>"Jan", "family"=>"Peters"}, {"given"=>"Gerhard", "family"=>"Neumann"}]Connected Subgraph Detection with Mirror Descent on SDPs2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/aksoylar17a[{"given"=>"Cem", "family"=>"Aksoylar"}, {"given"=>"Lorenzo", "family"=>"Orecchia"}, {"given"=>"Venkatesh", "family"=>"Saligrama"}]Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/alaa17a[{"given"=>"Ahmed M.", "family"=>"Alaa"}, {"given"=>"Scott", "family"=>"Hu"}, {"given"=>"Mihaela", "family"=>"Schaar"}]A Semismooth Newton Method for Fast, Generic Convex Programming2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/ali17a[{"given"=>"Alnur", "family"=>"Ali"}, {"given"=>"Eric", "family"=>"Wong"}, {"given"=>"J. Zico", "family"=>"Kolter"}]Learning Continuous Semantic Representations of Symbolic Expressions2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/allamanis17a[{"given"=>"Miltiadis", "family"=>"Allamanis"}, {"given"=>"Pankajan", "family"=>"Chanthirasegaran"}, {"given"=>"Pushmeet", "family"=>"Kohli"}, {"given"=>"Charles", "family"=>"Sutton"}]Natasha: Faster Non-Convex Stochastic Optimization via Strongly Non-Convex Parameter2017-07-17T00:00:00+00:002017-07-17T00:00:00+00:00https://proceedings.mlr.press/v70/allen-zhu17a[{"given"=>"Zeyuan", "family"=>"Allen-Zhu"}]