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• On the Optimal Bit Complexity of Circulant Binary Embedding

  Saehoon Kim, Jungtaek Kim, Seungjin Choi

  2018-04-29

• Learning Lexicographic Preference Trees From Positive Examples

  Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin

  2018-04-29

• Rainbow: Combining Improvements in Deep Reinforcement Learning

  Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Dan Horgan, Bilal Piot, Mohammad Azar, David Silver

  2018-04-29

• Unsupervised Domain Adaptation With Distribution Matching Machines

  Yue Cao, Mingsheng Long, Jianmin Wang

  2018-04-29

• A Parallelizable Acceleration Framework for Packing Linear Programs

  Palma London, Shai Vardi, Adam Wierman, Hanling Yi

  2018-04-29

• Online Clustering of Contextual Cascading Bandits

  Shuai Li, Shengyu Zhang

  2018-04-29

• Lagrangian Constrained Community Detection

  Mohadeseh Ganji, James Bailey, Peter Stuckey

  2018-04-29

• Deep Semi-Random Features for Nonlinear Function Approximation

  Kenji Kawaguchi, Bo Xie, Le Song

  2018-04-29

• Incomplete Label Multi-Task Ordinal Regression for Spatial Event Scale Forecasting

  Yuyang Gao, Liang Zhao

  2018-04-29

• DID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization

  Tianxiang Gao, Chris Chu

  2018-04-29

• Randomized Kernel Selection With Spectra of Multilevel Circulant Matrices

  Lizhong Ding, Shizhong Liao, Yong Liu, Peng Yang, Xin Gao

  2018-04-29

• Kernel Cross-Correlator

  Chen Wang, Le Zhang, Lihua Xie, Junsong Yuan

  2018-04-29

• Statistical Inference Using SGD

  Tianyang Li, Liu Liu, Anastasios Kyrillidis, Constantine Caramanis

  2018-04-29

• Direct Hashing Without Pseudo-Labels

  Feng Zheng, Heng Huang

  2018-04-29

• FiLM: Visual Reasoning with a General Conditioning Layer

  Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron Courville

  2018-04-29

• Reversible Architectures for Arbitrarily Deep Residual Neural Networks

  Bo Chang, Lili Meng, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham

  2018-04-29

• Adversarial Learning of Portable Student Networks

  Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao

  2018-04-29

• Label Distribution Learning by Exploiting Label Correlations

  Xiuyi Jia, Weiwei Li, Junyu Liu, Yu Zhang

  2018-04-29

• Feature-Induced Labeling Information Enrichment for Multi-Label Learning

  Qian-Wen Zhang, Yun Zhong, Min-Ling Zhang

  2018-04-29

• Attend and Diagnose: Clinical Time Series Analysis Using Attention Models

  Huan Song, Deepta Rajan, Jayaraman Thiagarajan, Andreas Spanias

  2018-04-29

• ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation

  Chang Zhou, Jinze Bai, Junshuai Song, Xiaofei Liu, Zhengchao Zhao, Xiusi Chen, Jun Gao

  2018-04-29

• Label Distribution Learning by Optimal Transport

  Peng Zhao, Zhi-Hua Zhou

  2018-04-29

• A Batch Learning Framework for Scalable Personalized Ranking

  Kuan Liu, Prem Natarajan

  2018-04-29

• Question Answering as Global Reasoning Over Semantic Abstractions

  Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Dan Roth

  2018-04-25

• Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects

  Jakob Suchan, Mehul Bhatt, Przemysław Wałega, Carl Schultz

  2018-04-25