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• 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

• Consistent and Specific Multi-View Subspace Clustering

  Shirui Luo, Changqing Zhang, Wei Zhang, Xiaochun Cao

  2018-04-29

• Data-Dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion

  Hitoshi Manabe, Katsuhiko Hayashi, Masashi Shimbo

  2018-04-29

• Proper Loss Functions for Nonlinear Hawkes Processes

  Aditya Menon, Young Lee

  2018-04-29

• Randomized Clustered Nystrom for Large-Scale Kernel Machines

  Farhad Pourkamali-Anaraki, Stephen Becker, Michael Wakin

  2018-04-29

• Unified Spectral Clustering With Optimal Graph

  Zhao Kang, Chong Peng, Qiang Cheng, Zenglin Xu

  2018-04-29

• Informed Non-Convex Robust Principal Component Analysis With Features

  Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou

  2018-04-29

• A Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification

  Jinxing Li, Hongwei Yong, Bob Zhang, Mu Li, Lei Zhang, David Zhang

  2018-04-29

• Training Set Debugging Using Trusted Items

  Xuezhou Zhang, Xiaojin Zhu, Stephen Wright

  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

• Expected Policy Gradients

  Kamil Ciosek, Shimon Whiteson

  2018-04-29

• Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets

  Denis Steckelmacher, Diederik Roijers, Anna Harutyunyan, Peter Vrancx, Hélène Plisnier, Ann Nowé

  2018-04-29

• Batchwise Patching of Classifiers

  Sebastian Kauschke, Johannes Fürnkranz

  2018-04-29

• Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning

  Qimai Li, Zhichao Han, Xiao-ming Wu

  2018-04-29

• Learning Vector Autoregressive Models With Latent Processes

  Saber Salehkaleybar, Jalal Etesami, Negar Kiyavash, Kun Zhang

  2018-04-29

• Perception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding

  You-Lu Xing, Fu-Rao Shen, Jin-Xi Zhao, Jing-Xin Pan, Ah-Hwee Tan

  2018-04-29

• Rocket Launching: A Universal and Efficient Framework for Training Well-Performing Light Net

  Guorui Zhou, Ying Fan, Runpeng Cui, Weijie Bian, Xiaoqiang Zhu, Kun Gai

  2018-04-29

• Zero-Shot Learning via Class-Conditioned Deep Generative Models

  Wenlin Wang, Yunchen Pu, Vinay Verma, Kai Fan, Yizhe Zhang, Changyou Chen, Piyush Rai, Lawrence Carin

  2018-04-29

• Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size

  Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao

  2018-04-29

• Dynamic Determinantal Point Processes

  Takayuki Osogami, Rudy Raymond, Akshay Goel, Tomoyuki Shirai, Takanori Maehara

  2018-04-29

• Metric-Based Auto-Instructor for Learning Mixed Data Representation

  Songlei Jian, Liang Hu, Longbing Cao, Kai Lu

  2018-04-29

• Learning to Generalize: Meta-Learning for Domain Generalization

  Da Li, Yongxin Yang, Yi-Zhe Song, Timothy Hospedales

  2018-04-29

• Selective Experience Replay for Lifelong Learning

  David Isele, Akansel Cosgun

  2018-04-29

• PAC Reinforcement Learning With an Imperfect Model

  Nan Jiang

  2018-04-29