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• Learning Abduction Under Partial Observability

  Brendan Juba, Zongyi Li, Evan Miller

  2018-04-29

• Label Space Driven Heterogeneous Transfer Learning With Web Induced Alignment

  Sanatan Sukhija

  2018-04-29

• Path-Based Attention Neural Model for Fine-Grained Entity Typing

  Denghui Zhang, Manling Li, Pengshan Cai, Yantao Jia, Yuanzhuo Wang

  2018-04-29

• Learning Attention Model From Human for Visuomotor Tasks

  Luxin Zhang, Ruohan Zhang, Zhuode Liu, Mary Hayhoe, Dana Ballard

  2018-04-29

• Generalized Adjustment Under Confounding and Selection Biases

  Juan Correa, Jin Tian, Elias Bareinboim

  2018-04-26

• Conditional PSDDs: Modeling and Learning With Modular Knowledge

  Yujia Shen, Arthur Choi, Adnan Darwiche

  2018-04-26

• Relational Marginal Problems: Theory and Estimation

  Ondřej Kuželka, Yuyi Wang, Jesse Davis, Steven Schockaert

  2018-04-26

• Unsupervised Selection of Negative Examples for Grounded Language Learning

  Nisha Pillai, Cynthia Matuszek

  2018-04-26

• IONet: Learning to Cure the Curse of Drift in Inertial Odometry

  Changhao Chen, Xiaoxuan Lu, Andrew Markham, Niki Trigoni

  2018-04-26

• Learning Conditional Generative Models for Temporal Point Processes

  Shuai Xiao, Hongteng Xu, Junchi Yan, Mehrdad Farajtabar, Xiaokang Yang, Le Song, Hongyuan Zha

  2018-04-26

• A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction

  Shamil Chollampatt, Hwee Tou Ng

  2018-04-26

• DeepType: Multilingual Entity Linking by Neural Type System Evolution

  Jonathan Raiman, Olivier Raiman

  2018-04-27

• Neural Networks Incorporating Dictionaries for Chinese Word Segmentation

  Qi Zhang, Xiaoyu Liu, Jinlan Fu

  2018-04-27

• Large Scaled Relation Extraction With Reinforcement Learning

  Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao

  2018-04-27

• Group-Pair Convolutional Neural Networks for Multi-View Based 3D Object Retrieval

  Zan Gao, Deyu Wang, Xiangnan He, Hua Zhang

  2018-04-26

• Energy-Efficient Automatic Train Driving by Learning Driving Patterns

  Jin Huang, Yue Gao, Sha Lu, Xibin Zhao, Yangdong Deng, Ming Gu

  2018-04-26

• Asynchronous Doubly Stochastic Sparse Kernel Learning

  Bin Gu, Miao Xin, Zhouyuan Huo, Heng Huang

  2018-04-29

• Matrix Variate Gaussian Mixture Distribution Steered Robust Metric Learning

  Lei Luo, Heng Huang

  2018-04-29

• Multi-Adversarial Domain Adaptation

  Zhongyi Pei, Zhangjie Cao, Mingsheng Long, Jianmin Wang

  2018-04-29

• Learning Mixtures of Random Utility Models

  Zhibing Zhao, Tristan Villamil, Lirong Xia

  2018-04-29

• Building Deep Networks on Grassmann Manifolds

  Zhiwu Huang, Jiqing Wu, Luc Van Gool

  2018-04-29

• Learning to Rank Based on Analogical Reasoning

  Mohsen Ahmadi Fahandar, Eyke Hüllermeier

  2018-04-29

• Personalized Privacy-Preserving Social Recommendation

  Xuying Meng, Suhang Wang, Kai Shu, Jundong Li, Bo Chen, Huan Liu, Yujun Zhang

  2018-04-29

• Coupled Poisson Factorization Integrated With User/Item Metadata for Modeling Popular and Sparse Ratings in Scalable Recommendation

  Trong Dinh Thac Do, Longbing Cao

  2018-04-29

• Exploiting Emotion on Reviews for Recommender Systems

  Xuying Meng, Suhang Wang, Huan Liu, Yujun Zhang

  2018-04-29