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• An Optimal Online Method of Selecting Source Policies for Reinforcement Learning

  Siyuan Li, Chongjie Zhang

  2018-04-29

• Double Forward Propagation for Memorized Batch Normalization

  Yong Guo, Qingyao Wu, Chaorui Deng, Jian Chen, Mingkui Tan

  2018-04-29

• LSTD: A Low-Shot Transfer Detector for Object Detection

  Hao Chen, Yali Wang, Guoyou Wang, Yu Qiao

  2018-04-29

• Estimating the Class Prior in Positive and Unlabeled Data Through Decision Tree Induction

  Jessa Bekker, Jesse Davis

  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

• Extremely Low Bit Neural Network: Squeeze the Last Bit Out With ADMM

  Cong Leng, Zesheng Dou, Hao Li, Shenghuo Zhu, Rong Jin

  2018-04-29

• Automatic Model Selection in Subspace Clustering via Triplet Relationships

  Jufeng Yang, Jie Liang, Kai Wang, Yong-Liang Yang, Ming-Ming Cheng

  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

• Efficient Architecture Search by Network Transformation

  Han Cai, Tianyao Chen, Weinan Zhang, Yong Yu, Jun Wang

  2018-04-29

• Compact Multi-Label Learning

  Xiaobo Shen, Weiwei Liu, Ivor Tsang, Quan-Sen Sun, Yew-Soon Ong

  2018-04-29

• gOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items

  Yeon-Chang Lee, Sang-Wook Kim, Dongwon Lee

  2018-04-29

• Hierarchical Policy Search via Return-Weighted Density Estimation

  Takayuki Osa, Masashi Sugiyama

  2018-04-29

• Active Lifelong Learning With "Watchdog"

  Gan Sun, Yang Cong, Xiaowei Xu

  2018-04-29

• Quantized Memory-Augmented Neural Networks

  Seongsik Park, Seijoon Kim, Seil Lee, Ho Bae, Sungroh Yoon

  2018-04-29

• EMD Metric Learning

  Zizhao Zhang, Yubo Zhang, Xibin Zhao, Yue Gao

  2018-04-29

• Balanced Clustering via Exclusive Lasso: A Pragmatic Approach

  Zhihui Li, Feiping Nie, Xiaojun Chang, Zhigang Ma, Yi Yang

  2018-04-29

• Dialogue Act Sequence Labeling Using Hierarchical Encoder With CRF

  Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, Sachindra Joshi

  2018-04-29

• Learning With Incomplete Labels

  Yingming Li, Zenglin Xu, Zhongfei Zhang

  2018-04-29

• Transferable Contextual Bandit for Cross-Domain Recommendation

  Bo Liu, Ying Wei, Yu Zhang, Zhixian Yan, Qiang Yang

  2018-04-29

• Margin Based PU Learning

  Tieliang Gong, Guangtao Wang, Jieping Ye, Zongben Xu, Ming Lin

  2018-04-29

• On Data-Dependent Random Features for Improved Generalization in Supervised Learning

  Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh

  2018-04-29

• Fourier Feature Approximations for Periodic Kernels in Time-Series Modelling

  Anthony Tompkins, Fabio Ramos

  2018-04-29

• Dual Set Multi-Label Learning

  Chong Liu, Peng Zhao, Sheng-Jun Huang, Yuan Jiang, Zhi-Hua Zhou

  2018-04-29

• Deep Reinforcement Learning That Matters

  Peter Henderson, Riashat Islam, Philip Bachman, Joelle Pineau, Doina Precup, David Meger

  2018-04-29