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• Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering

  Xiaoyu Qin, Kai Ming Ting, Ye Zhu, Vincent CS Lee

  4755-4762

  2019-07-17

• Training Complex Models with Multi-Task Weak Supervision

  Alexander Ratner, Braden Hancock, Jared Dunnmon, Frederic Sala, Shreyash Pandey, Christopher Ré

  4763-4771

  2019-07-17

• Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence

  Sathya N. Ravi, Tuan Dinh, Vishnu Suresh Lokhande, Vikas Singh

  4772-4779

  2019-07-17

• Regularized Evolution for Image Classifier Architecture Search

  Esteban Real, Alok Aggarwal, Yanping Huang, Quoc V. Le

  4780-4789

  2019-07-17

• On Fair Cost Sharing Games in Machine Learning

  Ievgen Redko, Charlotte Laclau

  4790-4797

  2019-07-17

• Deep Recurrent Survival Analysis

  Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Lin Qiu, Yong Yu

  4798-4805

  2019-07-17

• RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation

  Pengjie Ren, Zhumin Chen, Jing Li, Zhaochun Ren, Jun Ma, Maarten de Rijke

  4806-4813

  2019-07-17

• Devil in the Details: Towards Accurate Single and Multiple Human Parsing

  Tao Ruan, Ting Liu, Zilong Huang, Yunchao Wei, Shikui Wei, Yao Zhao

  4814-4821

  2019-07-17

• Latent Multi-Task Architecture Learning

  Sebastian Ruder, Joachim Bingel, Isabelle Augenstein, Anders Søgaard

  4822-4829

  2019-07-17

• Covariate Shift Adaptation on Learning from Positive and Unlabeled Data

  Tomoya Sakai, Nobuyuki Shimizu

  4838-4845

  2019-07-17

• Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks

  Patrick Schwab, Djordje Miladinovic, Walter Karlen

  4846-4853

  2019-07-17

• Congestion Graphs for Automated Time Predictions

  Arik Senderovich, J. Christopher Beck, Avigdor Gal, Matthias Weidlich

  4854-4861

  2019-07-17

• Unsupervised Learning with Contrastive Latent Variable Models

  Kristen A. Severson, Soumya Ghosh, Kenney Ng

  4862-4869

  2019-07-17

• Sparse Reject Option Classifier Using Successive Linear Programming

  Kulin Shah, Naresh Manwani

  4870-4877

  2019-07-17

• Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks

  Jin Shang, Mingxuan Sun

  4878-4885

  2019-07-17

• MEAL: Multi-Model Ensemble via Adversarial Learning

  Zhiqiang Shen, Zhankui He, Xiangyang Xue

  4886-4893

  2019-07-17

• Multi-View Anomaly Detection: Neighborhood in Locality Matters

  Xiang-Rong Sheng, De-Chuan Zhan, Su Lu, Yuan Jiang

  4894-4901

  2019-07-17

• Variational Autoencoder with Implicit Optimal Priors

  Hiroshi Takahashi, Tomoharu Iwata, Yuki Yamanaka, Masanori Yamada, Satoshi Yagi

  5066-5073

  2019-07-17

• Character n-Gram Embeddings to Improve RNN Language Models

  Sho Takase, Jun Suzuki, Masaaki Nagata

  5074-5082

  2019-07-17

• Coreset Stochastic Variance-Reduced Gradient with Application to Optimal Margin Distribution Machine

  Zhi-Hao Tan, Teng Zhang, Wei Wang

  5083-5090

  2019-07-17

• Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities

  Yusuke Tanaka, Tomoharu Iwata, Toshiyuki Tanaka, Takeshi Kurashima, Maya Okawa, Hiroyuki Toda

  5091-5099

  2019-07-17

• Cross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection

  Chang Tang, Xinzhong Zhu, Xinwang Liu, Lizhe Wang

  5101-5108

  2019-07-17

• An Integral Tag Recommendation Model for Textual Content

  Shijie Tang, Yuan Yao, Suwei Zhang, Feng Xu, Tianxiao Gu, Hanghang Tong, Xiaohui Yan, Jian Lu

  5109-5116

  2019-07-17

• Self-Paced Active Learning: Query the Right Thing at the Right Time

  Ying-Peng Tang, Sheng-Jun Huang

  5117-5124

  2019-07-17

• A Radical-Aware Attention-Based Model for Chinese Text Classification

  Hanqing Tao, Shiwei Tong, Hongke Zhao, Tong Xu, Binbin Jin, Qi Liu

  5125-5132

  2019-07-17