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187 Results
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Poster
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Thu 14:00 |
A Smoother Way to Train Structured Prediction Models Krishna Pillutla · Vincent Roulet · Sham Kakade · Zaid Harchaoui |
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Poster
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Thu 14:00 |
Nonparametric Density Estimation under Adversarial Losses Shashank Singh · Ananya Uppal · Boyue Li · Chun-Liang Li · Manzil Zaheer · Barnabas Poczos |
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Spotlight
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Wed 13:40 |
DAGs with NO TEARS: Continuous Optimization for Structure Learning Xun Zheng · Bryon Aragam · Pradeep Ravikumar · Eric Xing |
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Poster
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Thu 7:45 |
Submodular Field Grammars: Representation, Inference, and Application to Image Parsing Abram Friesen · Pedro Domingos |
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Poster
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Tue 7:45 |
Tree-to-tree Neural Networks for Program Translation Xinyun Chen · Chang Liu · Dawn Song |
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Poster
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Tue 14:00 |
Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution Zhisheng Zhong · Tiancheng Shen · Yibo Yang · Zhouchen Lin · Chao Zhang |
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Poster
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Wed 14:00 |
Meta-Reinforcement Learning of Structured Exploration Strategies Abhishek Gupta · Russell Mendonca · YuXuan Liu · Pieter Abbeel · Sergey Levine |
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Poster
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Wed 14:00 |
Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks Bryan Lim · Ahmed M. Alaa · Mihaela van der Schaar |
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Poster
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Wed 14:00 |
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies Alessandro Achille · Tom Eccles · Loic Matthey · Chris Burgess · Nicholas Watters · Alexander Lerchner · Irina Higgins |
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Poster
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Tue 14:00 |
Learning Hierarchical Semantic Image Manipulation through Structured Representations Seunghoon Hong · Xinchen Yan · Thomas Huang · Honglak Lee |
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Workshop
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Sat 5:00 |
Infer to Control: Probabilistic Reinforcement Learning and Structured Control Leslie Kaelbling · Martin Riedmiller · Marc Toussaint · Igor Mordatch · Roy Fox · Tuomas Haarnoja |
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Spotlight
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Tue 7:20 |
Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data Yuanzhi Li · Yingyu Liang |