Jekyll2023-02-08T10:41:24+00:00https://proceedings.mlr.press/v48/feed.xmlProceedings of Machine Learning ResearchProceedings of The 33rd International Conference on Machine Learning
Held in New York, New York, USA on 20-22 June 2016
Published as Volume 48 by the Proceedings of Machine Learning Research on 11 June 2016.
Volume Edited by:
Maria Florina Balcan
Kilian Q. Weinberger
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRNear Optimal Behavior via Approximate State Abstraction2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/abel16[{"given"=>"David", "family"=>"Abel"}, {"given"=>"David", "family"=>"Hershkowitz"}, {"given"=>"Michael", "family"=>"Littman"}]Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/abernethy16[{"given"=>"Jacob", "family"=>"Abernethy"}, {"given"=>"Elad", "family"=>"Hazan"}]Fast Algorithms for Segmented Regression2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/acharya16[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Ilias", "family"=>"Diakonikolas"}, {"given"=>"Jerry", "family"=>"Li"}, {"given"=>"Ludwig", "family"=>"Schmidt"}]Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/achim16[{"given"=>"Tudor", "family"=>"Achim"}, {"given"=>"Ashish", "family"=>"Sabharwal"}, {"given"=>"Stefano", "family"=>"Ermon"}]Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/adams16[{"given"=>"Roy", "family"=>"Adams"}, {"given"=>"Nazir", "family"=>"Saleheen"}, {"given"=>"Edison", "family"=>"Thomaz"}, {"given"=>"Abhinav", "family"=>"Parate"}, {"given"=>"Santosh", "family"=>"Kumar"}, {"given"=>"Benjamin", "family"=>"Marlin"}]Model-Free Trajectory Optimization for Reinforcement Learning2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/akrour16[{"given"=>"Riad", "family"=>"Akrour"}, {"given"=>"Gerhard", "family"=>"Neumann"}, {"given"=>"Hany", "family"=>"Abdulsamad"}, {"given"=>"Abbas", "family"=>"Abdolmaleki"}]A Convolutional Attention Network for Extreme Summarization of Source Code2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/allamanis16[{"given"=>"Miltiadis", "family"=>"Allamanis"}, {"given"=>"Hao", "family"=>"Peng"}, {"given"=>"Charles", "family"=>"Sutton"}]Variance Reduction for Faster Non-Convex Optimization2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/allen-zhua16[{"given"=>"Zeyuan", "family"=>"Allen-Zhu"}, {"given"=>"Elad", "family"=>"Hazan"}]Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/allen-zhub16[{"given"=>"Zeyuan", "family"=>"Allen-Zhu"}, {"given"=>"Yang", "family"=>"Yuan"}]Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling2016-06-11T00:00:00+00:002016-06-11T00:00:00+00:00https://proceedings.mlr.press/v48/allen-zhuc16[{"given"=>"Zeyuan", "family"=>"Allen-Zhu"}, {"given"=>"Zheng", "family"=>"Qu"}, {"given"=>"Peter", "family"=>"Richtarik"}, {"given"=>"Yang", "family"=>"Yuan"}]